HF Papers

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

2025-10-10

InstructX: Towards Unified Visual Editing with MLLM Guidance

InstructX: Towards Unified Visual Editing with MLLM Guidance

2025-10-10

UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG

UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG

2025-10-10

LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling

LongRM: Revealing and Unlocking the Context Boundary of Reward Modeling

2025-10-10

Learning on the Job: An Experience-Driven Self-Evolving Agent for
Long-Horizon Tasks

Learning on the Job: An Experience-Driven Self-Evolving Agent for
Long-Horizon Tasks

2025-10-10

Taming Text-to-Sounding Video Generation via Advanced Modality Condition
and Interaction

Taming Text-to-Sounding Video Generation via Advanced Modality Condition
and Interaction

2025-10-10

Reinforcing Diffusion Models by Direct Group Preference Optimization

Reinforcing Diffusion Models by Direct Group Preference Optimization

2025-10-10

SciVideoBench: Benchmarking Scientific Video Reasoning in Large
Multimodal Models

SciVideoBench: Benchmarking Scientific Video Reasoning in Large
Multimodal Models

2025-10-10

Large Scale Diffusion Distillation via Score-Regularized Continuous-Time
Consistency

Large Scale Diffusion Distillation via Score-Regularized Continuous-Time
Consistency

2025-10-10

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context
Window

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context
Window

2025-10-10

Entropy Regularizing Activation: Boosting Continuous Control, Large
Language Models, and Image Classification with Activation as Entropy
Constraints

Entropy Regularizing Activation: Boosting Continuous Control, Large
Language Models, and Image Classification with Activation as Entropy
Constraints

2025-10-10

Memory Retrieval and Consolidation in Large Language Models through
Function Tokens

Memory Retrieval and Consolidation in Large Language Models through
Function Tokens

2025-10-10

Recycling Pretrained Checkpoints: Orthogonal Growth of
Mixture-of-Experts for Efficient Large Language Model Pre-Training

Recycling Pretrained Checkpoints: Orthogonal Growth of
Mixture-of-Experts for Efficient Large Language Model Pre-Training

2025-10-10

DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via
Joint-Wise Neural Dynamics Model

DexNDM: Closing the Reality Gap for Dexterous In-Hand Rotation via
Joint-Wise Neural Dynamics Model

2025-10-10

A^2Search: Ambiguity-Aware Question Answering with Reinforcement
Learning

A^2Search: Ambiguity-Aware Question Answering with Reinforcement
Learning

2025-10-10

GCPO: When Contrast Fails, Go Gold

GCPO: When Contrast Fails, Go Gold

2025-10-10

Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs

Learning to Route LLMs from Bandit Feedback: One Policy, Many Trade-offs

2025-10-10

UP2You: Fast Reconstruction of Yourself from Unconstrained Photo
Collections

UP2You: Fast Reconstruction of Yourself from Unconstrained Photo
Collections

2025-10-10

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward
Modeling and LLM Alignment

OpenRubrics: Towards Scalable Synthetic Rubric Generation for Reward
Modeling and LLM Alignment

2025-10-10

DreamOmni2: Multimodal Instruction-based Editing and Generation

DreamOmni2: Multimodal Instruction-based Editing and Generation

2025-10-10