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# L EARNING VECTOR FIELDS OF DIFFERENTIAL EQUATIONS ## ON MANIFOLDS WITH GEOMETRICALLY CONSTRAINED # ## OPERATOR VALUED KERNELS **Daning Huang** Department of Aerospace Engineering The Pennsylvania State University University Park, PA 16802, USA daning@psu.edu **John Harlim** Department of Mathematics, Department of Me... | 0Conceptual Integration | OwpLQrpdwE |
# P ROXY D ENOISING FOR S OURCE -F REE D OMAIN A DAPTATION **Song Tang** **[1,2,3]** **, Wenxin Su** **[1]** **, Yan Gan** **[4]** **, Mao Ye** **[5,*]** **, Jianwei Zhang** **[2]** **& Xiatian Zhu** **[6,]** _[∗]_ 1 University of Shanghai for Science and Technology, 2 Universität Hamburg, 3 ComOriginMat Inc. 4 Chongqi... | 2Direct Enhancement | FIj9IEPCKr |
# RB-M ODULATION : T RAINING -F REE S TYLIZATION - USING R EFERENCE BASED M ODULATION **Litu Rout** [1] _[,]_ [2] _[∗]_ **Yujia Chen** [1] **Nataniel Ruiz** [1] **Abhishek Kumar** [3] **Constantine Caramanis** [2] **Sanjay Shakkottai** [2] **Wen-Sheng Chu** [1] 1 Google 2 UT Austin 3 Google DeepMind _{_ litu.rout,const... | 0Conceptual Integration | bnINPG5A32 |
# P REDICTION R ISK AND E STIMATION R ISK OF THE R IDGELESS L EAST S QUARES E STIMATOR UNDER G ENERAL A SSUMPTIONS ON R EGRESSION E RRORS **Sungyoon Lee** Department of Computer Science Hanyang University sungyoonlee@hanyang.ac.kr **Sokbae Lee** Department of Economics Columbia University sl3841@columbia.edu A BSTRACT ... | 3Other | AsAy7CROLs |
# O N Q UANTIZING N EURAL R EPRESENTATION FOR V ARIABLE -R ATE V IDEO C ODING **Junqi Shi, Zhujia Chen, Hanfei Li, Qi Zhao, Ming Lu** _[∗]_ **, Tong Chen, Zhan Ma** School of Electronic Science and Engineering, Nanjing University _{_ junqishi,zhujiachen,hanfei ~~l~~ i,qizhao _}_ @smail.nju.edu.cn, _{_ minglu,chentong,m... | 0Conceptual Integration | 44cMlQSreK |
# - T IGHT L OWER B OUNDS UNDER A SYMMETRIC H IGH - O RDER H ¨ OLDER S MOOTHNESS AND U NIFORM C ON ## VEXITY **Cedar Site Bai** Department of Computer Science Purdue University West Lafayette, IN, USA bai123@purdue.edu **Brian Bullins** Department of Computer Science Purdue University West Lafayette, IN, USA bbullins@p... | 3Other | fMTPkDEhLQ |
# T OWARDS R OBUST A LIGNMENT OF L ANGUAGE M ODELS : D ISTRIBUTIONALLY R OBUSTIFYING D IRECT P REFERENCE O PTIMIZATION **Junkang Wu** [1] _[∗]_ **Yuexiang Xie** [2] **Zhengyi Yang** [1] **Jiancan Wu** [1] _[†]_ **Jiawei Chen** [3] **Jinyang Gao** [2] **Bolin Ding** [2] **Xiang Wang** [1] **Xiangnan He** [4] _[†]_ 1 Uni... | 0Conceptual Integration | CbfsKHiWEn |
# O N THE E XPRESSIVENESS OF R ATIONAL R E LU N EURAL N ETWORKS W ITH B OUNDED D EPTH **Gennadiy Averkov** BTU Cottbus-Senftenberg averkov@b-tu.de **Christopher Hojny** TU Eindhoven c.hojny@tue.nl **Maximilian Merkert** TU Braunschweig m.merkert@tu-braunschweig.de A BSTRACT To confirm that the expressive power of ReLU ... | 2Direct Enhancement | uREg3OHjLL |
# Mufu: Multilingual Fused Learning for Low- Resource Translation with LLM **Zheng Wei Lim** _[♥∗]_ **Nitish Gupta** _[♦]_ **Honglin Yu** _[♦]_ **Trevor Cohn** _[♥][,][♦]_ _♥_ The University of Melbourne _♦_ Google Abstract Multilingual large language models (LLMs) are great translators, but this is largely limited to ... | 0Conceptual Integration | 0eMsrRMmCw |
# N ET M O E: A CCELERATING M O E T RAINING THROUGH D YNAMIC S AMPLE P LACEMENT **Xinyi Liu** [1] **Yujie Wang** [1] **Fangcheng Fu** [1] **Xupeng Miao** [2] **Shenhan Zhu** [1] **Xiaonan Nie** [1] **Bin Cui** [1] _[,]_ [3] 1 School of CS & Key Lab of High Confidence Software Technologies (MOE), Peking University 2 Pur... | 2Direct Enhancement | 1qP3lsatCR |
# P HYSICS OF L ANGUAGE M ODELS : P ART 3.3, K NOWLEDGE C APACITY S CALING L AWS [ EXTENDED ABSTRACT ] _[∗]_ **Zeyuan Allen-Zhu** FAIR at Meta zeyuanallenzhu@meta.com **Yuanzhi Li** Mohamed bin Zayed University of AI Yuanzhi.Li@mbzuai.ac.ae A BSTRACT Scaling laws describe the relationship between the size of language m... | 3Other | FxNNiUgtfa |
# - C YBER H OST : A O NE STAGE D IFFUSION F RAMEWORK - FOR A UDIO DRIVEN T ALKING B ODY G ENERATION **Gaojie Lin** [1] _[∗]_ **, Jianwen Jiang** [1] _[∗†]_ **, Chao Liang** [1] **, Tianyun Zhong** [2] _[‡]_ **, Jiaqi Yang** [1] **, Yanbo Zheng** [1] 1 ByteDance, 2 Zhejiang University _{_ lingaojiecv,jianwen.alan,liang... | 0Conceptual Integration | vaEPihQsAA |
# C AN L ARGE L ANGUAGE M ODELS U NDERSTAND S YMBOLIC G RAPHICS P ROGRAMS ? **Zeju Qiu** **[1,†]** **Weiyang Liu** **[1,2,†,*]** **Haiwen Feng** **[1,†]** **Zhen Liu** **[1,‡]** **Tim Z. Xiao** **[1,‡]** **Katherine M. Collins** **[2,‡]** **Joshua B. Tenenbaum** **[3]** **Adrian Weller** **[2]** **Michael J. Black** **... | 0Conceptual Integration | Yk87CwhBDx |
# BOND: - - A LIGNING LLM S WITH B EST OF N D ISTILLATION **Pier Giuseppe Sessa, Robert Dadashi, L´eonard Hussenot, Johan Ferret, Nino Vieillard** _[†]_ **Alexandre Ram´e, Bobak Shahriari, Sarah Perrin, Abram L. Friesen, Geoffrey Cideron** **Sertan Girgin, Piotr Stanczyk, Andrea Michi, Danila Sinopalnikov, Sabela Ramos... | 2Direct Enhancement | 0tAXMiSufG |
# U NIVERSAL GENERALIZATION GUARANTEES FOR W ASSERSTEIN DISTRIBUTIONALLY ROBUST MODELS **Tam Le** **J´erˆome Malick** Univ. Grenoble Alpes, CNRS, Grenoble INP, LJK Grenoble, 38000, France A BSTRACT Distributionally robust optimization has emerged as an attractive way to train robust machine learning models, capturing d... | 3Other | 0h6v4SpLCY |
# M ON ST3R: A S IMPLE A PPROACH FOR E STIMATING G EOMETRY IN THE P RESENCE OF M OTION **Junyi Zhang** [1] **Charles Herrmann** [2] _[,][†]_ **Junhwa Hur** [2] **Varun Jampani** [3] **Trevor Darrell** [1] **Forrester Cole** [2] **Deqing Sun** [2] _[,][∗]_ **Ming-Hsuan Yang** [2] _[,]_ [4] _[,][∗]_ 1 UC Berkeley 2 Googl... | 2Direct Enhancement | lJpqxFgWCM |
# - C OMPUTING C IRCUITS O PTIMIZATION VIA M ODEL B ASED C IRCUIT G ENETIC E VOLUTION **Zhihai Wang** **[1]** [∗] **, Jie Wang** **[1]** [†] **, Xilin Xia** **[1]** **, Dongsheng Zuo** **[3]** **, Lei Chen** **[2]** **, Yuzhe Ma** **[3]** **,** **JianYe Hao** [2,4], **Mingxuan Yuan** [2], **Feng Wu** [1] 1 MoE Key Labo... | 0Conceptual Integration | KWH4UIoQKS |
# I MPROVING U NSUPERVISED C ONSTITUENCY P ARSING VIA M AXIMIZING S EMANTIC I NFORMATION **Junjie Chen** **[1]** **, Xiangheng He** **[2]** **, Yusuke Miyao** **[1]** **, Danushka Bollegala** **[3]** Department of Computer Science, the University of Tokyo [1] GLAM – Group on Language, Audio, & Music, Imperial College L... | 0Conceptual Integration | qyU5s4fzLg |
# - M ULTIMODAL Q UANTITATIVE L ANGUAGE FOR G EN ERATIVE R ECOMMENDATION **Jianyang Zhai** **[1,2]** **, Zi-Feng Mai** **[1,3]** **, Chang-Dong Wang** **[1,3]** _[∗]_ **, Feidiao Yang** **[2*]** **,** **Xiawu Zheng** **[2,4]**, **Hui Li** **[4]**, **Yonghong Tian** **[2,5]** 1 Sun Yat-sen University, 2 Pengcheng Labora... | 0Conceptual Integration | v7YrIjpkTF |
# O PEN -YOLO 3D: T OWARDS F AST AND A CCURATE O PEN -V OCABULARY 3D I NSTANCE S EGMENTATION **Mohamed El Amine Boudjoghra** **Angela Dai** **Jean Lahoud** **Hisham Cholakkal** TUM, MBZUAI TUM MBZUAI MBZUAI **Rao Muhammad Anwer** **Salman Khan** **Fahad Shahbaz Khan** MBZUAI, Aalto University MBZUAI, ANU MBZUAI, Linköp... | 2Direct Enhancement | CRmiX0v16e |
# S YMMETRIC D IFFUSERS : L EARNING D ISCRETE D IFFUSION ON F INITE S YMMETRIC G ROUPS **Yongxing Zhang** [1] _[,]_ [3] _[∗]_ **, Donglin Yang** [2] _[,]_ [3] **, Renjie Liao** [2] _[,]_ [3] 1 University of Waterloo 2 University of British Columbia 3 Vector Institute nick.zhang@uwaterloo.ca, {ydlin, rjliao}@ece.ubc.ca ... | 0Conceptual Integration | EO8xpnW7aX |
# - D ISCRETE L ATENT P LANS VIA S EMANTIC S KILL A B ## STRACTIONS **Haobin Jiang** [1] **, Jiangxing Wang** [1] **, Zongqing Lu** [1,2] _[∗]_ 1 School of Computer Science, Peking University 2 Beijing Academy of Artificial Intelligence A BSTRACT Skill learning from language instructions is a critical challenge in deve... | 2Direct Enhancement | L66G39JrM4 |
# S AMBA : S IMPLE H YBRID S TATE S PACE M ODELS FOR E FFICIENT U NLIMITED C ONTEXT L ANGUAGE M ODELING **Liliang Ren** [1] _[,]_ [2] _[∗]_ **Yang Liu** [1] _[†]_ **Yadong Lu** [1] _[†]_ **Yelong Shen** [1] **Chen Liang** [1] **Weizhu Chen** [1] 1 Microsoft 2 University of Illinois at Urbana-Champaign {liliangren,yaliu... | 0Conceptual Integration | bIlnpVM4bc |
# M A RS: A F AST S AMPLER FOR M EAN R EVERTING D IFFUSION B ASED ON ODE AND SDE S OLVERS **Ao Li** [1] _[,]_ [2][˚] **Wei Fang** [3] _[,]_ [4][˚] **Hongbo Zhao** [1] _[,]_ [2][˚] **Le Lu** [3] **Ge Yang** [1] _[,]_ [2][:] **Minfeng Xu** [3] _[,]_ [4][:] 1 School of Artificial Intelligence, University of Chinese Academ... | 0Conceptual Integration | yVeNBxwL5W |
# M O DGS: D YNAMIC G AUSSIAN S PLATTING FROM - C ASUALLY CAPTURED M ONOCULAR V IDEOS WITH D EPTH P RIORS **Qingming Liu** **[1,5]** _[∗]_ **Yuan Liu** **[2]** _[∗]_ **Jiepeng Wang** **[3]** **Xianqiang Lyv** **[1]** **Peng Wang** **[3]** **Wenping Wang** **[4]** **Junhui Hou** **[1]** _[†]_ 1 City University of HongKo... | 0Conceptual Integration | 2prShxdLkX |
# P ROVABLY R ELIABLE C ONFORMAL P REDICTION S ETS IN THE P RESENCE OF D ATA P OISONING **Yan Scholten, Stephan G¨unnemann** Department of Computer Science & Munich Data Science Institute Technical University of Munich _{_ y.scholten, s.guennemann _}_ @tum.de A BSTRACT Conformal prediction provides model-agnostic and d... | 0Conceptual Integration | ofuLWn8DFZ |
# - R EPO G RAPH : E NHANCING AI S OFTWARE E NGINEER - ING WITH R EPOSITORY LEVEL C ODE G RAPH **Siru Ouyang** **[1]** _[∗]_ **, Wenhao Yu** **[2]** **, Kaixin Ma** **[2]** **, Zilin Xiao** **[3]** **, Zhihan Zhang** **[4]** **, Mengzhao Jia** **[4]** **,** **Jiawei Han** **[1]** **, Hongming Zhang** **[2]** **, Dong Y... | 0Conceptual Integration | dw9VUsSHGB |
# D O AS W E D O, N OT AS Y OU T HINK : THE C ONFORMITY OF L ARGE L ANGUAGE M ODELS **Zhiyuan Weng** [1] _[∗]_ **, Guikun Chen** [1] _[∗]_ **, Wenguan Wang** [1] _[†]_ 1 Zhejiang University A BSTRACT Recent advancements in large language models (LLMs) revolutionize the field of intelligent agents, enabling collaborativ... | 1Cross-Domain Application | st77ShxP1K |
# - L OOPED T RANSFORMERS FOR L ENGTH G ENERALIZA ## TION **Ying Fan** [1] **, Yilun Du** [2] **, Kannan Ramchandran** [3] **, Kangwook Lee** [1] 1 University of Wisconsin-Madison 2 Massachusetts Institute of Technology 3 UC Berkeley A BSTRACT Recent work has shown that Transformers trained from scratch can successfull... | 0Conceptual Integration | 2edigk8yoU |
# W HEN A TTENTION S INK E MERGES IN L ANGUAGE M ODELS : A N E MPIRICAL V IEW **Xiangming Gu** _[∗]_ [1] _[,]_ [2] **, Tianyu Pang** _[†]_ [1] **, Chao Du** [1] **, Qian Liu** [1] **, Fengzhuo Zhang** [1] _[,]_ [2] **,** **Cunxiao Du** [1] **, Ye Wang** _[†]_ [2] **, Min Lin** [1] 1 Sea AI Lab, Singapore 2 National Uni... | 3Other | 78Nn4QJTEN |
# F REQ P RIOR : I MPROVING V IDEO D IFFUSION M ODELS WITH F REQUENCY F ILTERING G AUSSIAN N OISE **Yunlong Yuan** [1] **, Yuanfan Guo** [2] **, Chunwei Wang** [2] **, Wei Zhang** [2] **, Hang Xu** [2] **, Li Zhang** [1] _[∗]_ 1 School of Data Science, Fudan University 2 Noah’s Ark Lab, Huawei [https://github.com/fudan... | 2Direct Enhancement | 8x0SGbCpzs |
# F EATURE A VERAGING : A N I MPLICIT B IAS OF G RADIENT D ESCENT L EADING TO N ON -R OBUSTNESS IN N EURAL N ETWORKS **Binghui Li** [1] _[,][∗]_ **Zhixuan Pan** [2] _[,][∗]_ **Kaifeng Lyu** [3] **Jian Li** [2] _[,][†]_ 1 Center for Machine Learning Research, Peking University 2 Institute for Interdisciplinary Informati... | 3Other | zPHra4V5Mc |
### I MPROVING SEMANTIC UNDERSTANDING IN SPEECH #### LANGUAGE MODELS VIA BRAIN TUNING **Omer Moussa** **[1]** **Dietrich Klakow** **[2]** **Mariya Toneva** **[1]** 1 Max Planck Institute for Software Systems 2 Saarland University _{_ omoussa, mtoneva _}_ @mpi-sws.org dietrich.klakow@lsv.uni-saarland.de A BSTRACT Speech... | 1Cross-Domain Application | KL8Sm4xRn7 |
# A TTENTION WITH M ARKOV : A C URIOUS C ASE OF - S INGLE LAYER T RANSFORMERS **Ashok Vardhan Makkuva** _[∗]_ **Marco Bondaschi** _[∗]_ **Adway Girish** **Alliot Nagle** EPFL EPFL EPFL UT Austin **Martin Jaggi** **Hyeji Kim** **[†]** **Michael Gastpar** **[†]** EPFL UT Austin EPFL A BSTRACT Attention-based transformers... | 3Other | SqZ0KY4qBD |
# Q UANTIFYING G ENERALIZATION C OMPLEXITY FOR L ARGE L ANGUAGE M ODELS **Zhenting Qi** [1] _[∗]_ **, Hongyin Luo** [2] **, Xuliang Huang** [3] **, Zhuokai Zhao** [4] _[,]_ [5] **, Yibo Jiang** [5] **Xiangjun Fan** [4] **, Himabindu Lakkaraju** [1] **, James Glass** [2] 1 Harvard University, 2 Massachusetts Institute o... | 0Conceptual Integration | jpSLXoRKnH |
# M ETA U RBAN : A N E MBODIED AI S IMULATION P LATFORM FOR U RBAN M ICROMOBILITY **Wayne Wu** _[∗]_ **, Honglin He** _[∗]_ **, Jack He, Yiran Wang,** **Chenda Duan, Zhizheng Liu, Quanyi Li, Bolei Zhou** University of California, Los Angeles [https://metadriverse.github.io/metaurban](https://metadriverse.github.io/meta... | 2Direct Enhancement | kFsWpSxkFz |
# D E FT: D E CODING WITH F LASH T REE -A TTENTION FOR - E FFICIENT T REE STRUCTURED LLM I NFERENCE **Jinwei Yao** [1] _[,]_ [4] _[,][∗]_ **Kaiqi Chen** [2] _[,][∗]_ **Kexun Zhang** [3] **Jiaxuan You** [4] _[,][†]_ **Binhang Yuan** [5] **Zeke Wang** [2] _[,][†]_ **Tao Lin** [1] _[,][†]_ jinwei.yao1114@gmail.com; {chiak... | 2Direct Enhancement | 2c7pfOqu9k |
# - S PREAD P REFERENCE A NNOTATION : D IRECT P REFER ENCE J UDGMENT FOR E FFICIENT LLM A LIGNMENT **Dongyoung Kim** [1] **, Kimin Lee** [1] **, Jinwoo Shin** [1] **, Jaehyung Kim** [2] 1 Korea Advanced Institute of Science and Technology, 2 Yonsei University kingdy2002@kaist.ac.kr, jaehyungk@yonsei.ac.kr A BSTRACT Ali... | 0Conceptual Integration | BPgK5XW1Nb |
# E XPLORING THE C AMERA B IAS OF - P ERSON R E IDENTIFICATION **Myungseo Song & Jin-Woo Park** mAy-I Inc. Seoul, Korea {myungseo.song,jin}@may-i.io **Jong-Seok Lee** Yonsei University Seoul, Korea jong-seok.lee@yonsei.ac.kr A BSTRACT We empirically investigate the camera bias of person re-identification (ReID) models.... | 2Direct Enhancement | SgymXhOEA5 |
# T RACKING OBJECTS THAT CHANGE IN APPEARANCE ## WITH PHASE SYNCHRONY **Sabine Muzellec** _[⋆]_ CerCo, CNRS, Universite de Toulouse, France Carney Institute for Brain Science Brown University, USA sabine_muzellec@brown.edu **Drew Linsley** _[⋆]_ Carney Institute for Brain Science Department of Cognitive & Psychological... | 0Conceptual Integration | m2gVfgWYDO |
# - U NPOSED S PARSE V IEWS R OOM L AYOUT R ECON STRUCTION IN THE A GE OF P RETRAIN M ODEL **Yaxuan Huang** [1] _[∗]_ **Xili Dai** [2] _[∗]_ **Jianan Wang** [3] **Xianbiao Qi** [4] **Yixing Yuan** [1] **Xiangyu Yue** [5] _[†]_ 1 Hong Kong Center for Construction Robotics, The Hong Kong University of Science and Technol... | 1Cross-Domain Application | DugT77rRhW |
# A NDROID W ORLD : A D YNAMIC B ENCHMARKING E NVIRONMENT FOR A UTONOMOUS A GENTS Christopher Rawles _[∗]_ [1], Sarah Clinckemaillie _[†]_ [2], Yifan Chang _[†]_ [2], Jonathan Waltz [2], Gabrielle Lau [2], Marybeth Fair [2], Alice Li [1], William Bishop [1], Wei Li [1], Folawiyo Campbell-Ajala [1], Daniel Toyama [1], R... | 3Other | il5yUQsrjC |
# R OBUST C ONFORMAL P REDICTION WITH A S INGLE B INARY C ERTIFICATE **Soroush H. Zargarbashi** CISPA Helmholtz Center for Information Security zargarbashi@cs.uni-koeln.de A BSTRACT **Aleksandar Bojchevski** University of Cologne bojchevski@cs.uni-koeln.de Conformal prediction (CP) converts any model’s output to predic... | 2Direct Enhancement | ltrxRX5t0H |
# T HE K O LM OGOROV T EST : C OMPRESSION BY C ODE G ENERATION **Ori Yoran** [1] _[,]_ [2] _[∗]_ **, Kunhao Zheng** [1] **, Fabian Gloeckle** [1] **Jonas Gehring** [1] **, Gabriel Synnaeve** [1] **, Taco Cohen** [1] 1 Meta AI (FAIR), 2 Tel Aviv University ori.yoran@cs.tau.ac.il _{_ kunhao, fgloeckle, jgehring, gab, tsc... | 0Conceptual Integration | C45YqeBDUM |
### A RTIFICIAL K URAMOTO O SCILLATORY N EURONS **Takeru Miyato** **[1]** **, Sindy L¨owe** **[2]** **, Andreas Geiger** **[1]** **, Max Welling** **[2]** 1 University of T¨ubingen, T¨ubingen AI Center 2 University of Amsterdam A BSTRACT It has long been known in both neuroscience and AI that “binding” between neurons ... | 0Conceptual Integration | nwDRD4AMoN |
## - K I VA: K ID INSPIRED V ISUAL A NALOGIES FOR T ESTING L ARGE M ULTIMODAL M ODELS **Eunice Yiu** [1] **Maan Qraitem** [2] **Anisa Noor Majhi** [1] **Charlie Wong** [1] **Yutong Bai** [1] **Shiry Ginosar** [3] _[,]_ [4] **Alison Gopnik** [1] **Kate Saenko** [2] 1 University of California, Berkeley 2 Boston Universit... | 3Other | vNATZfmY6R |
# KGAR EVION : A N AI A GENT FOR K NOWLEDGE -I NTENSIVE B IOMEDICAL QA **Xiaorui Su** **[1]** **Yibo Wang** **[2]** **Shanghua Gao** **[1]** **Xiaolong Liu** **[2]** **Valentina Giunchiglia** **[3]** **Djork-Arn´e Clevert** **[4]** **Marinka Zitnik** **[1]** 1 Harvard University 2 University of Illinois Chicago 3 Imper... | 0Conceptual Integration | tnB94WQGrn |
# W HAT ’ S THE M OVE ? H YBRID I MITATION L EARNING VIA S ALIENT P OINTS **Priya Sundaresan** _[∗]_ [1] **, Hengyuan Hu** _[∗]_ [1] **, Quan Vuong** [2] **, Jeannette Bohg** [1] **, Dorsa Sadigh** [1] _∗_ Equal contribution. 1 Stanford University, 2 Physical Intelligence A BSTRACT While imitation learning (IL) offers ... | 0Conceptual Integration | r0pLGGcuY6 |
## L IMITS OF D EEP L EARNING : S EQUENCE M ODELING THROUGH THE L ENS OF C OMPLEXITY T HEORY **Nikola Zubi´c** [1] **, Federico Soldá** [2] _[,][∗]_ **, Aurelio Sulser** [2] _[,][∗]_ **, Davide Scaramuzza** [1] 1 Robotics and Perception Group, University of Zurich, Switzerland [zubic@ifi.uzh.ch, sdavide@ifi.uzh.ch](mai... | 3Other | DhdqML3FdM |
# - S YNTHESIZING R EALISTIC F MRI: A P HYSIOLOGI CAL D YNAMICS -D RIVEN H IERARCHICAL D IFFUSION M ODEL FOR E FFICIENT F MRI A CQUISITION **Yufan Hu, Yu Jiang, Wuyang Li, Yixuan Yuan** _[∗]_ The Chinese University of Hong Kong yufanhu@link.cuhk.edu.hk, yujiang@cuhk.edu.hk, wymanbest@outlook.com, yxyuan@ee.cuhk.edu.hk ... | 0Conceptual Integration | zZ6TT254Np |
### - C ONTROL ORIENTED C LUSTERING OF V ISUAL L ATENT R EPRESENTATION **Han Qi** _[∗]_ [1] **, Haocheng Yin** _[∗†]_ [ 2] **and Heng Yang** [1] 1 School of Engineering and Applied Sciences, Harvard University 2 Department of Computer Science, ETH Zürich A BSTRACT We initiate a study of the geometry of the visual repre... | 1Cross-Domain Application | pPQPQ7Yd58 |
# A DA R ANK G RAD : A DAPTIVE G RADIENT R ANK AND M OMENTS FOR M EMORY -E FFICIENT LLM S T RAINING AND F INE -T UNING **Yehonathan Refael** [1] **Jonathan Svirsky** [2] **Boris Shustin** [3] **Wasim Huleihel** [1] **Ofir Lindenbaum** [2] 1 Tel Aviv University 2 Bar-Ilan University 3 University of Oxford A BSTRACT Trai... | 2Direct Enhancement | LvNROciCne |
# K NOWLEDGE L OCALIZATION : M ISSION N OT A CCOMPLISHED ? E NTER Q UERY L OCALIZATION ! **Yuheng Chen** **[1,2]** **, Pengfei Cao** **[1,2]** **, Yubo Chen** **[1,2]** **, Kang Liu** **[1,2]** **, Jun Zhao** _[∗]_ **[1,2]** _[∗]_ 1 The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institut... | 3Other | tfyHbvFZ0K |
# F EW FOR M ANY : T CHEBYCHEFF S ET S CALARIZATION FOR M ANY -O BJECTIVE O PTIMIZATION **Xi Lin** [1] **, Yilu Liu** [1] **, Xiaoyuan Zhang** [1] **, Fei Liu** [1] **, Zhenkun Wang** [2] **, Qingfu Zhang** [1] **,** _[∗]_ 1 City University of Hong Kong, 2 Southern University of Science and Technology _{_ xi.lin, yilul... | 0Conceptual Integration | O4N9kWwV6R |
# CARTS: A DVANCING N EURAL T HEOREM P ROVING - WITH D IVERSIFIED T ACTIC C ALIBRATION AND B IAS R ESISTANT T REE S EARCH **Xiao-Wen Yang** [1] _[,]_ [2] **, Zhi Zhou** [1] **, Haiming Wang** [3] _[,]_ [5] **, Aoxue Li** [4] **Wen-Da Wei** [1] _[,]_ [2] **, Hui Jin** [4] **, Zhenguo Li** [4] **, Yu-Feng Li** [1] _[,]_ ... | 0Conceptual Integration | VQwI055flA |
# L IGHTNING -F AST I MAGE I NVERSION AND E DITING - FOR T EXT TO -I MAGE D IFFUSION M ODELS **Dvir Samuel** [1] _[,]_ [3] _[ ∗]_ **Barak Meiri** [1] _[,]_ [2] **Haggai Maron** [4] _[,]_ [5] **Yoad Tewel** [2] _[,]_ [5] **Nir Darshan** [1] **Shai Avidan** [2] **Gal Chechik** [3] _[,]_ [5] **Rami Ben-Ari** [1] 1 OriginA... | 1Cross-Domain Application | t9l63huPRt |
# D ENSE V IDEO O BJECT C APTIONING FROM D ISJOINT S UPERVISION **Xingyi Zhou** **[*]** **Anurag Arnab** **[*]** **Chen Sun** **Cordelia Schmid** Google DeepMind A BSTRACT We propose a new task and model for _dense video object captioning_ – detecting, tracking and captioning trajectories of objects in a video. This ta... | 0Conceptual Integration | auZZ2gN0ZN |
## R ETHINKING AND I MPROVING A UTOFORMALIZATION : T OWARDS A F AITHFUL M ETRIC AND A D EPENDENCY - R ETRIEVAL BASED A PPROACH **Qi Liu, Xinhao Zheng, Xudong Lu, Qinxiang Cao** _[∗]_ **, Junchi Yan** _[∗†]_ Sch. of Computer Science & Sch. of Artificial Intelligence, Shanghai Jiao Tong University _{_ purewhite,void ~~z~... | 0Conceptual Integration | hUb2At2DsQ |
# - Q UANTITATIVE A PPROXIMATION FOR N EURAL O PER ATORS IN N ONLINEAR P ARABOLIC E QUATIONS **Takashi Furuya** [1] _[,][∗]_ **Koichi Taniguchi** [2] _[,][∗]_ **Satoshi Okuda** [3] 1 Doshisha University, takashi.furuya0101@gmail.com 2 Shizuoka University, taniguchi.koichi@shizuoka.ac.jp 3 Rikkyo University, okudas@rikk... | 0Conceptual Integration | yUefexs79U |
# - U NI CBE: A N U NIFORMITY DRIVEN C OMPARING B ASED E VALUATION F RAMEWORK WITH U NIFIED M ULTI -O BJECTIVE O PTIMIZATION **Peiwen Yuan** [1] **,** **Shaoxiong Feng** [2] **,** **Yiwei Li** [1] **,** **Xinglin Wang** [1] **,** **Yueqi Zhang** [1] **,** **Jiayi Shi** [1], **Chuyi Tan** [1], **Boyuan Pan** [2], **Yao ... | 3Other | rpwGUtTeA5 |
# - S IMUL PL: A LIGNING H UMAN P REFERENCES IN S I MULTANEOUS M ACHINE T RANSLATION **Donglei Yu** [1 2] **, Yang Zhao** [1 2] **, Jie Zhu** [3] **, Yangyifan Xu** [1 2] **, Yu Zhou** [1 2] _[∗]_ **, Chengqing Zong** [1 2] 1 School of Artificial Intelligence, University of Chinese Academy of Sciences 2 State Key Labor... | 1Cross-Domain Application | XBF63bHDZw |
## - - - T OPO LM: BRAIN LIKE SPATIO FUNCTIONAL ORGANI ### ZATION IN A TOPOGRAPHIC LANGUAGE MODEL **Neil Rathi** _[∗][,]_ [1] _[,]_ [2] **, Johannes Mehrer** _[∗][,]_ [1] **, Badr AlKhamissi** [1] **,** **Taha Binhuraib** [3], **Nicholas M. Blauch** [4], **Martin Schrimpf** [1] _[,][†]_ 1 EPFL, 2 Stanford University, 3... | 1Cross-Domain Application | aWXnKanInf |
# - - E NERGY BASED B ACKDOOR D EFENSE A GAINST F ED ERATED G RAPH L EARNING **Guancheng Wan** [1] _[†]_ **Zitong Shi** [1] _[†]_ **Wenke Huang** [1] _[†]_ **Guibin Zhang** [3] **Dacheng Tao** [4] **Mang Ye** [1] _[,]_ [2] _[∗]_ 1 National Engineering Research Center for Multimedia Software, School of Computer Science,... | 0Conceptual Integration | 5Jc7r5aqHJ |
# S ECOND -O RDER M IN -M AX O PTIMIZATION WITH L AZY H ESSIANS **Lesi Chen** _[∗]_ IIIS, Tsinghua University & Shanghai Qizhi Institute chenlc23@mails.tsinghua.edu.cn **Chengchang Liu** _[∗]_ The Chinese University of Hong Kong 7liuchengchang@gmail.com **Jingzhao Zhang** _[†]_ IIIS, Tsinghua University & Shanghai Qizh... | 0Conceptual Integration | ijbA5swmoK |
# - C OMPUTATIONAL E XPLORATIONS OF T OTAL V ARIA TION D ISTANCE **Arnab Bhattacharyya** _[∗]_ **Sutanu Gayen** **Kuldeep S. Meel** University of Warwick IIT Kanpur University of Toronto Georgia Institute of Technology **Dimitrios Myrisiotis** **A. Pavan** **N. V. Vinodchandran** CNRS@CREATE LTD. Iowa State University ... | 3Other | xak8c9l1nu |
# P ERPLEXITY -T RAP : PLM-B ASED R ETRIEVERS O VERRATE L OW P ERPLEXITY D OCUMENTS **Haoyu Wang** [1] **, Sunhao Dai** _[∗]_ [1] _[∗]_ **, Haiyuan Zhao** [1] **, Liang Pang** [2] **, Xiao Zhang** [1] **Gang Wang** [3] **, Zhenhua Dong** [3] **, Jun Xu** [1] _[†]_ **, Ji-Rong Wen** [1] 1 Gaoling School of Artificial In... | 3Other | U1T6sq12uj |
# P IVOT M ESH : G ENERIC 3D M ESH G ENERATION VIA P IVOT V ERTICES G UIDANCE **Haohan Weng** [1] _[∗]_ **Yikai Wang** [2] _[†]_ **Tong Zhang** [1] **C. L. Philip Chen** [1] **Jun Zhu** [23] 1 South China University of Technology 2 Tsinghua University 3 ShengShu A BSTRACT Generating compact and sharply detailed 3D mesh... | 2Direct Enhancement | WAC8LmlKYf |
# - - PETRA: P ARALLEL E ND TO -E ND T RAINING OF R E VERSIBLE A RCHITECTURES **St´ephane Rivaud** [1] _[,]_ [5] **Louis Fournier** [1] **Thomas Pumir** [6] **Eugene Belilovsky** [3] _[,]_ [4] **Mickael Eickenberg** [2] **Edouard Oyallon** [2] _[,][∗]_ 1 ISIR – Sorbonne Universit´e, Paris 2 Flatiron Institute, New York... | 0Conceptual Integration | 0fhzSFsGUT |
# - A LCHEMY : A MPLIFYING T HEOREM -P ROVING C APA BILITY THROUGH S YMBOLIC M UTATION **Shaonan Wu** [1,2,] _[ ∗]_ **Shuai Lu** [3,†] **Yeyun Gong** [3,] **Nan Duan** [3,] **Ping Wei** [1,2,] _[†]_ 1 National Key Laboratory of Human-Machine Hybrid Augmented Intelligence 2 Institute of Artificial Intelligence and Robot... | 0Conceptual Integration | 7NL74jUiMg |
## T RAINING L ANGUAGE M ODELS TO S ELF -C ORRECT VIA R EINFORCEMENT L EARNING **Aviral Kumar** [∗+] **, Vincent Zhuang** [∗+] **, Rishabh Agarwal** [∗] **, Yi Su** [∗] **,** **JD Co-Reyes, Avi Singh, Kate Baumli, Shariq Iqbal, Colton Bishop, Rebecca Roelofs**, **Lei M Zhang, Kay McKinney, Disha Shrivastava, Cosmin Pad... | 2Direct Enhancement | CjwERcAU7w |
# RES U M: R ARE E VENT S URROGATE M ODEL FOR P HYSICS D ETECTOR D ESIGN **Ann-Kathrin Schuetz** [1] **Alan W. P. Poon** [1] **Aobo Li** [2] _[∗]_ aschuetz@lbl.gov awpoon@lbl.gov aol002@ucsd.edu 1 Nuclear Science Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA 2 Halıcıo˘glu Data Science Institu... | 0Conceptual Integration | lqTILjL6lP |
# H ARM A UG : E FFECTIVE D ATA A UGMENTATION FOR K NOWLEDGE D ISTILLATION OF S AFETY G UARD M ODELS **Seanie Lee** **[1]** _[∗]_ **Haebin Seong** **[2]** _[∗]_ **Dong Bok Lee** **[1]** **Minki Kang** **[1]** **Xiaoyin Chen** **[3,4]** **Dominik Wagner** **[5]** **Yoshua Bengio** **[3,4,6]** **Juho Lee** **[1]** **Sung... | 0Conceptual Integration | y3zswp3gek |
# O N A C ONNECTION B ETWEEN I MITATION L EARNING AND RLHF **Teng Xiao** _[♠]_ **, Yige Yuan** _[♣]_ **, Mingxiao Li** [▲] **, Zhengyu Chen** [♦] **, Vasant G Honavar** _[♠]_ _♠_ Pennsylvania State University _♣_ University of Chinese Academy of Sciences - Tencent AI Lab ♦ Meituan Inc `tengxiao@psu.edu`, `vhonavar@psu.... | 3Other | 2QdsjiNXgj |
# L AWMA : T HE P OWER OF S PECIALIZATION FOR L EGAL A NNOTATION **Ricardo Dominguez-Olmedo** [1] **, Vedant Nanda** [2] **, Rediet Abebe** _[∗]_ [1,3] **,** **Stefan Bechtold** _[∗][,]_ [4] **, Christoph Engel** _[∗][,]_ [5] **, Jens Frankenreiter** _[∗][,]_ [6] **, Krishna Gummadi** _[∗][,]_ [2] **,** **Moritz Hardt*... | 3Other | 7El7K1DoyX |
# S TABILIZING R EINFORCEMENT L EARNING IN D IFFERENTIABLE M ULTIPHYSICS S IMULATION **Eliot Xing & Vernon Luk & Jean Oh** Carnegie Mellon University {etaoxing, vluk, jeanoh}@cmu.edu A BSTRACT Recent advances in GPU-based parallel simulation have enabled practitioners to collect large amounts of data and train complex ... | 2Direct Enhancement | DRiLWb8bJg |
# M ULTI -R OBOT M OTION P LANNING WITH D IFFUSION M ODELS **Yorai Shaoul** [*, 1] **, Itamar Mishani** [*, 1] **, Shivam Vats** [*, 2] **, Jiaoyang Li** [1] **& Maxim Likhachev** [1] 1 Carnegie Mellon University 2 Brown University - Equal contribution _{_ yshaoul,imishani,svats,jiaoyanl,maxim _}_ @cs.cmu.edu A BSTRACT... | 0Conceptual Integration | AUCYptvAf3 |
# - A NALOG G ENIE : A G ENERATIVE E NGINE FOR A UTO MATIC D ISCOVERY OF A NALOG C IRCUIT T OPOLOGIES **Jian Gao** [1] **, Weidong Cao** [2] **, Junyi Yang** [1] **, Xuan Zhang** [1] 1 Northeastern University, 2 The George Washington University _{_ gao.jian3,yang.juny,xuan.zhang _}_ @northeastern.edu _{_ weidong.cao _}... | 0Conceptual Integration | jCPak79Kev |
# A N O NLINE L EARNING T HEORY OF T RADING -V OLUME M AXIMIZATION **Tommaso Cesari** EECS University of Ottawa Ottawa, Canada tcesari@uottawa.ca **Roberto Colomboni** DEIB / Dept. of Computer Science Politecnico di Milano / University of Milan Milano, Italy robertocolomboni@polimi.it A BSTRACT We explore brokerage bet... | 2Direct Enhancement | OvU9u6wS2J |
# - - CG-B ENCH : C LUE GROUNDED Q UESTION A NSWER ING B ENCHMARK FOR L ONG V IDEO U NDERSTANDING **Guo Chen** [1] _[,][∗]_ **, Yicheng Liu** [1] _[,][∗]_ **, Yifei Huang** [2] _[,]_ [3] _[,][∗]_ **, Yuping He** [1] **, Baoqi Pei** [2] _[,]_ [4] **, Jilan Xu** [2] _[,]_ [5] **Yali Wang** [2] **, Tong Lu** [1] **, Limin... | 3Other | le4IoZZHy1 |
# P REFERENCE O PTIMIZATION FOR R EASONING WITH P SEUDO F EEDBACK **Fangkai Jiao** [1] _[,]_ [3] _[†]_ **Geyang Guo** [4] _[†]_ **Xingxing Zhang** [2] **Nancy F. Chen** [3] _[,]_ [1] **Shafiq Joty** [5] _[,]_ [1] **Furu Wei** [2] 1 Nanyang Technological University 2 Microsoft Research 3 I 2 R, A*STAR 4 Georgia Institut... | 2Direct Enhancement | jkUp3lybXf |
# L EARNING N EURAL N ETWORKS WITH D ISTRIBUTION S HIFT : E FFICIENTLY C ERTIFIABLE G UARANTEES **Gautam Chandrasekaran, Adam R. Klivans, Lin Lin Lee, Konstantinos Stavropoulos** The University of Texas at Austin _{_ gautamc,klivans,kstavrop _}_ @cs.utexas.edu llee3@utexas.edu A BSTRACT We give the first provably effic... | 0Conceptual Integration | ed7zI29lRF |
# E VENT -D RIVEN O NLINE V ERTICAL F EDERATED L EARNING **Ganyu Wang** [1] **Boyu Wang** [1] _[,]_ [2] **Bin Gu** [3] _[∗]_ **Charles Ling** [1] _[,]_ [2] _[∗]_ 1 Western University 2 Vector Institute 3 Jilin University gwang382@uwo.ca bwang@csd.uwo.ca jsgubin@gmail.com charles.ling@uwo.ca A BSTRACT Online learning is... | 2Direct Enhancement | FCBbh0HCrF |
# T ET S PHERE S PLATTING : R EPRESENTING H IGH -Q UALITY G EOMETRY WITH L AGRANGIAN V OLUMETRIC M ESHES Input Image Reconstructed Shape Figure 1: (a) Eulerian vs. Lagrangian geometry representations: Compared to Eulerian methods that rely on a fixed grid, TetSphere splatting, a Lagrangian method, uses a set of volumet... | 0Conceptual Integration | 8enWnd6Gp3 |
# O MNI R E : O MNI U RBAN S CENE R ECONSTRUCTION **Ziyu Chen** [1] _[,]_ [6] _[∗]_ **Jiawei Yang** [6] **Jiahui Huang** [5] **Riccardo de Lutio** [5] **Janick Martinez Esturo** [5] **Boris Ivanovic** [5] **Or Litany** [2] _[,]_ [5] **Zan Gojcic** [5] **Sanja Fidler** [3] _[,]_ [5] **Marco Pavone** [4] _[,]_ [5] **Li S... | 0Conceptual Integration | 11xgiMEI5o |
## - H OMOMORPHISM E XPRESSIVITY OF S PECTRAL I N VARIANT G RAPH N EURAL N ETWORKS **Jingchu Gai** [1] **Yiheng Du** [1] **Bohang Zhang** [1] _[∗]_ **Haggai Maron** [2] _[,]_ [3] **Liwei Wang** [1] 1 Peking University 2 Technion 3 NVIDIA Research gaijingchu@stu.pku.edu.cn, zhangbohang@pku.edu.cn, duyiheng@stu.pku.edu.c... | 3Other | rdv6yeMFpn |
# - I NVERSE B ENCH : B ENCHMARKING P LUG AND -P LAY - D IFFUSION P RIORS FOR I NVERSE P ROBLEMS IN P HYS ICAL S CIENCES **Hongkai Zheng** [1] _[,][∗]_ **, Wenda Chu** [1] _[,][∗]_ **, Bingliang Zhang** [1] _[,][∗]_ **, Zihui Wu** [1] _[,][∗]_ **, Austin Wang** [1] **,** **Berthy T. Feng** [1], **Caifeng Zou** [1], **Y... | 3Other | U3PBITXNG6 |
# R EADING Y OUR H EART : L EARNING ECG W ORDS - AND S ENTENCES VIA P RE TRAINING ECG L ANGUAGE M ODEL **Jiarui Jin** [1] _[,]_ [2] _[,]_ [3] _[,]_ [4] _[,][∗]_ **, Haoyu Wang** [1] _[,]_ [4] _[,][∗]_ **, Hongyan Li** [2] _[,]_ [3] _[,][†]_ **, Jun Li** [1] **, Jiahui Pan** [4] _[,][†]_ **, Shenda Hong** [1] _[,][†]_ 1... | 0Conceptual Integration | 6Hz1Ko087B |
# N ONLINEAR MULTIREGION NEURAL DYNAMICS WITH ## PARAMETRIC IMPULSE RESPONSE COMMUNICATION CHANNELS **Matthew Dowling & Cristina Savin** _[∗]_ Center for Neural Science New York University _{_ md6276,csavin _}_ @nyu.edu A BSTRACT Cognition arises from the coordinated interaction of brain regions with distinct computati... | 0Conceptual Integration | LbgIZpSUCe |
# Stem-OB: G ENERALIZABLE V ISUAL I MITATION - L EARNING WITH S TEM -L IKE C ONVERGENT O BSER VATION THROUGH D IFFUSION I NVERSION **Kaizhe Hu** [123] _[∗]_ **Zihang Rui** [1] _[∗]_ **Yao He** [4] **Yuyao Liu** [1] **Pu Hua** [123] **Huazhe Xu** [123] 1 Tsinghua University 2 Shanghai Qi Zhi Institute 3 Shanghai AI Lab ... | 0Conceptual Integration | xaYlO03tIk |
# B EYOND N EXT T OKEN P REDICTION : P ATCH -L EVEL T RAINING FOR L ARGE L ANGUAGE M ODELS **Chenze Shao, Fandong Meng** _[∗]_ **, Jie Zhou** Pattern Recognition Center, WeChat AI, Tencent Inc, China _{_ chenzeshao,fandongmeng,withtomzhou _}_ @tencent.com A BSTRACT The prohibitive training costs of Large Language Model... | 1Cross-Domain Application | dDpB23VbVa |
# - P OLICY D ESIGN IN L ONG RUN W ELFARE D YNAMICS Jiduan Wu [1,2], Rediet Abebe [1,3,*], Moritz Hardt [1,*], and Ana-Andreea Stoica [1,*] 1 _Max Planck Institute for Intelligent Systems, T¨ubingen and T¨ubingen AI Center_ 2 _Department of Computer Science, ETH Z¨urich_ 3 _ELLIS Institute, T¨ubingen_ A BSTRACT Improvi... | 0Conceptual Integration | d8hYXbxX71 |
# T OWARDS N EURAL S CALING L AWS FOR T IME S ERIES F OUNDATION M ODELS **Qingren Yao** [1] _[,]_ [2] **, Chao-Han Huck Yang** [3] **, Renhe Jiang** [4] **, Yuxuan Liang** [2] _[∗]_ **, Ming Jin** [1] **, Shirui Pan** _[∗]_ [1] 1 Griffith University 2 The Hong Kong University of Science and Technology (Guangzhou) 3 NVI... | 2Direct Enhancement | uCqxDfLYrB |
## H IGH -D IMENSIONAL B AYESIAN O PTIMISATION WITH G AUSSIAN P ROCESS P RIOR V ARIATIONAL A UTOENCODERS **Siddharth Ramchandran** _[∗]_ Department of Computer Science Aalto University Espoo, Finland **Harri L¨ahdesm¨aki** Department of Computer Science Aalto University Espoo, Finland **Manuel Haussmann** Department of... | 0Conceptual Integration | SIuD7CySb4 |
# S CALING W EARABLE F OUNDATION M ODELS **Girish Narayanswamy** _[◦][,][†][,]_ [1] _[,]_ [3] _[∗]_ **, Xin Liu** _[◦][,][†][,]_ [1] **, Kumar Ayush** [1] **, Yuzhe Yang** [1] **, Xuhai Xu** [1] **,** **Shun Liao** [1] **, Jake Garrison** [1] **, Shyam Tailor** [1] **, Jake Sunshine** [1] _[,]_ [3] **, Yun Liu** [1] **... | 1Cross-Domain Application | yb4QE6b22f |
# - CBQ: C ROSS -B LOCK Q UANTIZATION FOR L ARGE L AN GUAGE M ODELS **Xin Ding** **[1]** _[∗†]_ **Xiaoyu Liu** **[1]** _[∗†]_ **Zhijun Tu** **[2]** **Yun Zhang** **[3]** **Wei Li** **[2]** **Jie Hu** **[2]** **Hanting Chen** [2] **Yehui Tang** [2] **Zhiwei Xiong** [1] **Baoqun Yin** [1] _[ ‡]_ **Yunhe Wang** [2] _[‡]_ ... | 0Conceptual Integration | eW4yh6HKz4 |
# - - E DGE R UNNER : A UTO REGRESSIVE A UTO ENCODER FOR A RTISTIC M ESH G ENERATION **Jiaxiang Tang** [1] _[∗]_ **Zhaoshuo Li** [2] **Zekun Hao** [2] **Xian Liu** [2] **Gang Zeng** [1] **Ming-Yu Liu** [2] **Qinsheng Zhang** [2] 1 State Key Laboratory of General Artificial Intelligence, Peking University. 2 NVIDIA Rese... | 2Direct Enhancement | 81cta3WQVI |
# CogVideoX: Text-to-Video Diffusion Mod- els with An Expert Transformer **Zhuoyi Yang** _[⋆][‡]_ **Jiayan Teng** _[⋆][‡]_ **Wendi Zheng** _[‡]_ **Ming Ding** _[†]_ **Shiyu Huang** _[†]_ **Jiazheng Xu** _[‡]_ **Yuanming Yang** _[‡]_ **Wenyi Hong** _[‡]_ **Xiaohan Zhang** _[†]_ **Guanyu Feng** _[†]_ **Da Yin** _[†]_ **Y... | 0Conceptual Integration | LQzN6TRFg9 |
# K RONECKER M ASK AND I NTERPRETIVE P ROMPTS ARE L ANGUAGE -A CTION V IDEO L EARNERS **Jingyi Yang** [1] _[∗]_ **,** **Zitong Yu** [23] **,** _[∗]_ **Xiuming Ni** [4] **,** **Jia He** [4] **,** **Hui Li** [1] _[†]_ 1 University of Science and Technology of China, 2 Great Bay University, 3 Dongguan Key Laboratory for I... | 0Conceptual Integration | RUF7j1cJzK |
# - S CALING O FFLINE M ODEL -B ASED RL VIA J OINTLY O PTIMIZED W ORLD -A CTION M ODEL P RETRAINING **Jie Cheng** [1] _[,]_ [2] **, Ruixi Qiao** [1] _[,]_ [2] **, Yingwei Ma** [3] **, Binhua Li** [3] **,** **Gang Xiong** [1] _[,]_ [2], **Qinghai Miao** [2], **Yongbin Li** [3] _[∗]_, **Yisheng Lv** [1] _[,]_ [2] _[∗]_ 1... | 0Conceptual Integration | T1OvCSFaum |
# L IGHTWEIGHT P REDICTIVE 3D G AUSSIAN S PLATS **Junli Cao** [1] _[,]_ [2] **Vidit Goel** [2] **Chaoyang Wang** [2] **Anil Kag** [2] **Ju Hu** [2] **Sergei Korolev** [2] **Chenfanfu Jiang** [1] **Sergey Tulyakov** [2] **Jian Ren** [2] 1 University of California, Los Angeles 2 Snap, Inc. 3DGS Compact GS Light GS Ours |... | 2Direct Enhancement | PbheqxnO1e |
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