Latent Zoning Network: A Unified Principle for Generative Modeling, Representation Learning, and Classification
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2509.15591
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Published
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45
Papers that exist
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A Survey on Latent Reasoning
Paper • 2507.06203 • Published • 93 -
Quantized Evolution Strategies: High-precision Fine-tuning of Quantized LLMs at Low-precision Cost
Paper • 2602.03120 • Published • 1 -
TADA! Tuning Audio Diffusion Models through Activation Steering
Paper • 2602.11910 • Published • 2 -
CoPE-VideoLM: Codec Primitives For Efficient Video Language Models
Paper • 2602.13191 • Published • 28 -
GeoAgent: Learning to Geolocate Everywhere with Reinforced Geographic Characteristics
Paper • 2602.12617 • Published • 19 -
Towards Universal Video MLLMs with Attribute-Structured and Quality-Verified Instructions
Paper • 2602.13013 • Published • 7 -
OneVision-Encoder: Codec-Aligned Sparsity as a Foundational Principle for Multimodal Intelligence
Paper • 2602.08683 • Published • 44 -
Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
Paper • 2411.04282 • Published • 37 -
Latent Flow Transformer
Paper • 2505.14513 • Published • 29 -
LoRA-Drop: Temporal LoRA Decoding for Efficient LLM Inference
Paper • 2601.02569 • Published -
LLMs + Persona-Plug = Personalized LLMs
Paper • 2409.11901 • Published • 35 -
Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model
Paper • 2411.04496 • Published • 22 -
FoNE: Precise Single-Token Number Embeddings via Fourier Features
Paper • 2502.09741 • Published • 15 -
FLEXITOKENS: Flexible Tokenization for Evolving Language Models
Paper • 2507.12720 • Published • 10 -
Distilling Token-Trained Models into Byte-Level Models
Paper • 2602.01007 • Published -
Multiscale Byte Language Models -- A Hierarchical Architecture for Causal Million-Length Sequence Modeling
Paper • 2502.14553 • Published -
Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 108 -
Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction
Paper • 2505.11254 • Published • 48 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 507 -
OmniQuery: Contextually Augmenting Captured Multimodal Memory to Enable Personal Question Answering
Paper • 2409.08250 • Published • 1 -
LightMem: Lightweight and Efficient Memory-Augmented Generation
Paper • 2510.18866 • Published • 114 -
The End of Manual Decoding: Towards Truly End-to-End Language Models
Paper • 2510.26697 • Published • 117 -
Kimi Linear: An Expressive, Efficient Attention Architecture
Paper • 2510.26692 • Published • 124 -
Internalizing Meta-Experience into Memory for Guided Reinforcement Learning in Large Language Models
Paper • 2602.10224 • Published • 19 -
ProRAG: Process-Supervised Reinforcement Learning for Retrieval-Augmented Generation
Paper • 2601.21912 • Published • 1 -
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
Paper • 2405.13792 • Published • 1 -
ReplaceMe: Network Simplification via Layer Pruning and Linear Transformations
Paper • 2505.02819 • Published • 26 -
Make LoRA Great Again: Boosting LoRA with Adaptive Singular Values and Mixture-of-Experts Optimization Alignment
Paper • 2502.16894 • Published • 32 -
DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing
Paper • 2602.12205 • Published • 76 -
MiniCPM-SALA: Hybridizing Sparse and Linear Attention for Efficient Long-Context Modeling
Paper • 2602.11761 • Published • 6 -
CoMeT: Collaborative Memory Transformer for Efficient Long Context Modeling
Paper • 2602.01766 • Published -
Elastic Attention: Test-time Adaptive Sparsity Ratios for Efficient Transformers
Paper • 2601.17367 • Published • 33 -
MemFly: On-the-Fly Memory Optimization via Information Bottleneck
Paper • 2602.07885 • Published • 7 -
Voxtral Realtime
Paper • 2602.11298 • Published • 15 -
UMEM: Unified Memory Extraction and Management Framework for Generalizable Memory
Paper • 2602.10652 • Published • 2 -
Weight Decay Improves Language Model Plasticity
Paper • 2602.11137 • Published • 2 -
Latent Thoughts Tuning: Bridging Context and Reasoning with Fused Information in Latent Tokens
Paper • 2602.10229 • Published • 5 -
Stroke3D: Lifting 2D strokes into rigged 3D model via latent diffusion models
Paper • 2602.09713 • Published • 8 -
Ex-Omni: Enabling 3D Facial Animation Generation for Omni-modal Large Language Models
Paper • 2602.07106 • Published • 11 -
TimeChat-Captioner: Scripting Multi-Scene Videos with Time-Aware and Structural Audio-Visual Captions
Paper • 2602.08711 • Published • 25 -
How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning
Paper • 2602.10622 • Published • 26