HF Papers

Grokking in the Wild: Data Augmentation for Real-World Multi-Hop
Reasoning with Transformers

Grokking in the Wild: Data Augmentation for Real-World Multi-Hop
Reasoning with Transformers

2025-05-06

Practical Efficiency of Muon for Pretraining

Practical Efficiency of Muon for Pretraining

2025-05-06

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language
Models

FormalMATH: Benchmarking Formal Mathematical Reasoning of Large Language
Models

2025-05-06

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization
in Rejection Sampling and RL

Optimizing Chain-of-Thought Reasoners via Gradient Variance Minimization
in Rejection Sampling and RL

2025-05-06

ReplaceMe: Network Simplification via Layer Pruning and Linear
Transformations

ReplaceMe: Network Simplification via Layer Pruning and Linear
Transformations

2025-05-06

A Survey on Inference Engines for Large Language Models: Perspectives on
Optimization and Efficiency

A Survey on Inference Engines for Large Language Models: Perspectives on
Optimization and Efficiency

2025-05-06

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement
Learning

R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement
Learning

2025-05-06

Agentic Reasoning and Tool Integration for LLMs via Reinforcement
Learning

Agentic Reasoning and Tool Integration for LLMs via Reinforcement
Learning

2025-05-06

Think on your Feet: Adaptive Thinking via Reinforcement Learning for
Social Agents

Think on your Feet: Adaptive Thinking via Reinforcement Learning for
Social Agents

2025-05-06

SkillMimic-V2: Learning Robust and Generalizable Interaction Skills from
Sparse and Noisy Demonstrations

SkillMimic-V2: Learning Robust and Generalizable Interaction Skills from
Sparse and Noisy Demonstrations

2025-05-06

Ming-Lite-Uni: Advancements in Unified Architecture for Natural
Multimodal Interaction

Ming-Lite-Uni: Advancements in Unified Architecture for Natural
Multimodal Interaction

2025-05-06

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based
Image Editing

SuperEdit: Rectifying and Facilitating Supervision for Instruction-Based
Image Editing

2025-05-06

Low-Precision Training of Large Language Models: Methods, Challenges,
and Opportunities

Low-Precision Training of Large Language Models: Methods, Challenges,
and Opportunities

2025-05-06

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive
Streaming Speech Synthesis

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive
Streaming Speech Synthesis

2025-05-06

TEMPURA: Temporal Event Masked Prediction and Understanding for
Reasoning in Action

TEMPURA: Temporal Event Masked Prediction and Understanding for
Reasoning in Action

2025-05-06

MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset
via Attention Routing

MUSAR: Exploring Multi-Subject Customization from Single-Subject Dataset
via Attention Routing

2025-05-06

Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural
Radiance Fields

Learning Heterogeneous Mixture of Scene Experts for Large-scale Neural
Radiance Fields

2025-05-06

Unlearning Sensitive Information in Multimodal LLMs: Benchmark and
Attack-Defense Evaluation

Unlearning Sensitive Information in Multimodal LLMs: Benchmark and
Attack-Defense Evaluation

2025-05-06

Attention Mechanisms Perspective: Exploring LLM Processing of
Graph-Structured Data

Attention Mechanisms Perspective: Exploring LLM Processing of
Graph-Structured Data

2025-05-06

Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional
Motion-enhanced Event Representation

Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional
Motion-enhanced Event Representation

2025-05-06