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upvoted 4 papers 1 day ago

GEM: A Gym for Agentic LLMs

Paper • 2510.01051 • Published 3 days ago • 68

Winning the Pruning Gamble: A Unified Approach to Joint Sample and Token Pruning for Efficient Supervised Fine-Tuning

Paper • 2509.23873 • Published 6 days ago • 62

Language Models Can Learn from Verbal Feedback Without Scalar Rewards

Paper • 2509.22638 • Published 8 days ago • 64

LongCodeZip: Compress Long Context for Code Language Models

Paper • 2510.00446 • Published 4 days ago • 75

upvoted 9 papers 2 days ago

StableToken: A Noise-Robust Semantic Speech Tokenizer for Resilient SpeechLLMs

Paper • 2509.22220 • Published 8 days ago • 62

Variational Reasoning for Language Models

Paper • 2509.22637 • Published 8 days ago • 66

DeepSearch: Overcome the Bottleneck of Reinforcement Learning with Verifiable Rewards via Monte Carlo Tree Search

Paper • 2509.25454 • Published 5 days ago • 111

MinerU2.5: A Decoupled Vision-Language Model for Efficient High-Resolution Document Parsing

Paper • 2509.22186 • Published 8 days ago • 99

Vision-Zero: Scalable VLM Self-Improvement via Strategic Gamified Self-Play

Paper • 2509.25541 • Published 5 days ago • 122

EPO: Entropy-regularized Policy Optimization for LLM Agents Reinforcement Learning

Paper • 2509.22576 • Published 8 days ago • 124

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Paper • 2509.24002 • Published 6 days ago • 150

The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain

Paper • 2509.26507 • Published 4 days ago • 313

LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published 8 days ago • 167

upvoted 3 papers 4 days ago

RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark

Paper • 2509.24897 • Published 5 days ago • 44

Multiplayer Nash Preference Optimization

Paper • 2509.23102 • Published 8 days ago • 60

SLA: Beyond Sparsity in Diffusion Transformers via Fine-Tunable Sparse-Linear Attention

Paper • 2509.24006 • Published 6 days ago • 108

upvoted 4 papers 6 days ago

Does FLUX Already Know How to Perform Physically Plausible Image Composition?

Paper • 2509.21278 • Published 9 days ago • 13

Thinking Augmented Pre-training

Paper • 2509.20186 • Published 10 days ago • 22

Hunyuan3D-Omni: A Unified Framework for Controllable Generation of 3D Assets

Paper • 2509.21245 • Published 9 days ago • 36

Seedream 4.0: Toward Next-generation Multimodal Image Generation

Paper • 2509.20427 • Published 10 days ago • 68