Somchai Kittipong

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upvoted a paper about 1 month ago

Embodied-R1.5: Evolving Physical Intelligence via Embodied Foundation Models

Paper • 2606.11324 • Published Jun 9 • 172

upvoted 3 papers about 2 months ago

ABot-Earth 0.5: Generative 3D Earth Model

Paper • 2606.09967 • Published Jun 8 • 488

Adapting Multilingual Embedding Models to Turkish via Cross-Lingual Tokenizer Surgery and Offline Distillation

Paper • 2605.29992 • Published May 28 • 7

Domino: Decoupling Causal Modeling from Autoregressive Drafting in Speculative Decoding

Paper • 2605.29707 • Published May 28 • 152

upvoted 2 papers 2 months ago

Learning to Foresee: Unveiling the Unlocking Efficiency of On-Policy Distillation

Paper • 2605.11739 • Published May 13 • 61

Learning to Build the Environment: Self-Evolving Reasoning RL via Verifiable Environment Synthesis

Paper • 2605.14392 • Published May 14 • 10

upvoted 3 papers 3 months ago

Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers

Paper • 2605.06169 • Published May 7 • 238

Leveraging Verifier-Based Reinforcement Learning in Image Editing

Paper • 2604.27505 • Published Apr 30 • 59

Crowded in B-Space: Calibrating Shared Directions for LoRA Merging

Paper • 2604.16826 • Published Apr 18 • 18

upvoted 7 papers 4 months ago

Adam's Law: Textual Frequency Law on Large Language Models

Paper • 2604.02176 • Published Apr 2 • 510

An Efficient Heterogeneous Co-Design for Fine-Tuning on a Single GPU

Paper • 2603.16428 • Published Mar 17 • 51

GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning

Paper • 2604.02721 • Published Apr 3 • 639

In-Place Test-Time Training

Paper • 2604.06169 • Published Apr 7 • 30

FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization

Paper • 2603.19835 • Published Mar 20 • 353

ShotStream: Streaming Multi-Shot Video Generation for Interactive Storytelling

Paper • 2603.25746 • Published Mar 26 • 155

Demystifing Video Reasoning

Paper • 2603.16870 • Published Mar 17 • 373

upvoted 3 papers 5 months ago

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526

VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training

Paper • 2602.10693 • Published Feb 11 • 221

SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise

Paper • 2602.12783 • Published Feb 13 • 246

upvoted a paper 6 months ago

TermiGen: High-Fidelity Environment and Robust Trajectory Synthesis for Terminal Agents

Paper • 2602.07274 • Published Feb 6 • 212