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Daily Papers

byAK and the research community

Jul 21

Submitted by

Lanxingxuan

TimeLens2: Generalist Video Temporal Grounding with Multimodal LLMs

MCG-NJU

Multimedia Computing Group-Nanjing University

Submitted by

JiayuJeff

EvolvingWorld: An Open-Schema Framework for Co-Evolving Role-Play Agents and World Model in Interactive Literary World

tencent

Submitted by

Ornamentt

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Submitted by

taesiri

SWE-Pruner Pro: The Coder LLM Already Knows What to Prune

ByteDance

Submitted by

CNcreator0331

HOMIE: Human-object Centric Video Personalization via Multimodal Intelligent Enchancement

·
11 authors

Submitted by

lifuguan

Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence

mmlab-ntu

Submitted by

huangsiteng

RynnBrain 1.1: Towards More Capable and Generalizable Embodied Foundation Model

Alibaba-DAMO-Academy

2

Submitted by

Alexander4127

GigaChat Audio: Time-aware Large Audio Language Model

1

Submitted by

ggospodinov

GigaAM Multilingual: Foundation Model for Underrepresented Languages

Submitted by

vanilla1116

Group Entropy-Controlled Policy Optimization

internlm

Intern Large Models

Submitted by

Woxxxe

Open-AoE: An Open Egocentric Manipulation Dataset and Toolchain for Embodied Learning

inclusionAI

Submitted by

Canlee

ReflectWorld-MM: An Entity-Oriented Multimodal Memory System for Open-Ended Video Streams

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9 authors

Submitted by

hyc2026

FlowMimic: Mask-free Visual Editing and Generation with Pixel-pair Warped Flow Field for Online Video Editing Data Generation and Modality Mimicry

ByteDance-Seed

Submitted by

Seanie-lee

Environment-free Synthetic Data Generation for API-Calling Agents

apple

1

Submitted by

maksimkuznetsov

Do Language Models Dream of Binding Molecules? Benchmarking LLMs under Spatial Constraints

insilicomedicine

Insilico Medicine

Submitted by

ejshim

DiffGI: Differentiable Geometry Images for High-Fidelity Thin-Shell 3D Generation

CLO Virtual Fashion

1

Submitted by

ytz20

LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks

MicrosoftResearch

Microsoft Research

Submitted by

levondang

HarmoHOI: Harmonizing Appearance and 3D Motion for Multi-view Hand-Object Interaction Synthesis

cn-scut

South China University of Technology

Submitted by

wc597358816

Distilled Reinforcement Learning for LLM Post-training

ZGCA

Zhongguancun Academy

Submitted by

deqing

Token-Level Off-Policy Learning for Faithful Generation Under Distribution Shift

UniversityofSouthernCalifornia

University of Southern California

1

Submitted by

saibaster

The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture

·
1 authors

1

Submitted by

wzk1015

WorldCupArena: Fine-Grained Evaluation of Language Models and Deep-Research Agents on Football Forecasting

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6 authors

Submitted by

YimengChen

Self-State Attacks on Self-Hosted AI Agents: How Far Can OS Defenses Go?

kaust-generative-ai

KAUST Center of Excellence in Generative AI

1

Submitted by

taesiri

FlashRT: Agent Harness for Guiding Agents to Deploy Real-Time Multimodal Applications

·
6 authors

Submitted by

Pensioner

ShotPlan: Cinematic Video Generation with Learnable Planning Token

Tele-AI

Submitted by

Haoran231

JoyNexus: Service-Oriented Multi-Tenant Post-Training for VLA Models

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21 authors

1

Submitted by

jiabin

Diagnosing and Calibrating Tool-Call Boundary Drift in Multi-Teacher On-Policy Distillation

antgroup

1

Submitted by

DarshanDeshpande

Masked Diffusion Language Models are Strong and Steerable Text-Based World Models for Agentic RL

PatronusAI

Submitted by

sparrow8i8

Coercion and Deception in AI-to-AI Management: An Agentic Benchmark of Unprompted Escalation

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4 authors

Submitted by

GGGLLLL

ReViV: Reconstructing the Viewer and the View in 4D from Monocular Egocentric Video

ethz-vlg

Computer Vision and Learning Group, ETH Zürich

Submitted by

ShiguiLi

DiFA: Inference-Time Forward-Process Alignment for Diffusion Models

cn-scut

South China University of Technology

1

Submitted by

kailinjiang

Can Multimodal Large Language Models Understand OCT?

·
8 authors

Submitted by

luuuulinnnn

OpenLongTail: Generative Scaling of Long-Tail Driving Data

TexasAMUniversity

Texas A&M University

Submitted by

cestlavieChen

UI2App: Benchmarking Visual Interaction Inference in Executable Web Application Generation

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8 authors