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commented 2 papers about 13 hours ago

Believe Your Model: Distribution-Guided Confidence Calibration

Paper • 2603.03872 • Published 7 days ago • 38 •

2

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs

Paper • 2603.05890 • Published 5 days ago • 72 •

3

commented 5 papers 1 day ago

WildActor: Unconstrained Identity-Preserving Video Generation

Paper • 2603.00586 • Published 11 days ago • 29 •

5

Progressive Residual Warmup for Language Model Pretraining

Paper • 2603.05369 • Published 5 days ago • 31 •

5

Planning in 8 Tokens: A Compact Discrete Tokenizer for Latent World Model

Paper • 2603.05438 • Published 5 days ago • 32 •

4

BandPO: Bridging Trust Regions and Ratio Clipping via Probability-Aware Bounds for LLM Reinforcement Learning

Paper • 2603.04918 • Published 6 days ago • 54 •

7

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders

Paper • 2603.06569 • Published 4 days ago • 92 •

4

commented 4 papers 4 days ago

RoboPocket: Improve Robot Policies Instantly with Your Phone

Paper • 2603.05504 • Published 5 days ago • 30 •

4

SkillNet: Create, Evaluate, and Connect AI Skills

Paper • 2603.04448 • Published 12 days ago • 76 •

5

DARE: Aligning LLM Agents with the R Statistical Ecosystem via Distribution-Aware Retrieval

Paper • 2603.04743 • Published 6 days ago • 46 •

3

MOOSE-Star: Unlocking Tractable Training for Scientific Discovery by Breaking the Complexity Barrier

Paper • 2603.03756 • Published 7 days ago • 85 •

4

commented 4 papers 5 days ago

Proact-VL: A Proactive VideoLLM for Real-Time AI Companions

Paper • 2603.03447 • Published 7 days ago • 30 •

3

T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning

Paper • 2603.03790 • Published 7 days ago • 112 •

4

Heterogeneous Agent Collaborative Reinforcement Learning

Paper • 2603.02604 • Published 8 days ago • 159 •

5

Helios: Real Real-Time Long Video Generation Model

Paper • 2603.04379 • Published 6 days ago • 158 •

5

commented 4 papers 6 days ago

BeyondSWE: Can Current Code Agent Survive Beyond Single-Repo Bug Fixing?

Paper • 2603.03194 • Published 7 days ago • 53 •

4

Beyond Language Modeling: An Exploration of Multimodal Pretraining

Paper • 2603.03276 • Published 7 days ago • 83 •

5

UniG2U-Bench: Do Unified Models Advance Multimodal Understanding?

Paper • 2603.03241 • Published 7 days ago • 81 •

3

Utonia: Toward One Encoder for All Point Clouds

Paper • 2603.03283 • Published 7 days ago • 157 •

3

commented a paper 7 days ago

VGGT-Det: Mining VGGT Internal Priors for Sensor-Geometry-Free Multi-View Indoor 3D Object Detection

Paper • 2603.00912 • Published 10 days ago • 35 •

3