Oliver Kowalski

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upvoted a paper 15 days ago

AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published 22 days ago • 24

upvoted 2 papers about 1 month ago

Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games

Paper • 2606.19338 • Published Jun 17 • 50

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 482

upvoted 2 papers about 2 months ago

Mitigating Perceptual Judgment Bias in Multimodal LLM-as-a-Judge via Perceptual Perturbation and Reward Modeling

Paper • 2606.02578 • Published Jun 1 • 6

Why Far Looks Up: Probing Spatial Representation in Vision-Language Models

Paper • 2605.30161 • Published May 28 • 60

upvoted 5 papers 2 months ago

Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps

Paper • 2605.16928 • Published May 16 • 99

DelTA: Discriminative Token Credit Assignment for Reinforcement Learning from Verifiable Rewards

Paper • 2605.21467 • Published May 20 • 207

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 274

Learning from Failures: Correction-Oriented Policy Optimization with Verifiable Rewards

Paper • 2605.14539 • Published May 14 • 8

Can Muon Fine-tune Adam-Pretrained Models?

Paper • 2605.10468 • Published May 11 • 6

upvoted 5 papers 3 months ago

Web Retrieval-Aware Chunking (W-RAC) for Efficient and Cost-Effective Retrieval-Augmented Generation Systems

Paper • 2604.04936 • Published Jan 8 • 26

CoInteract: Physically-Consistent Human-Object Interaction Video Synthesis via Spatially-Structured Co-Generation

Paper • 2604.19636 • Published Apr 21 • 88

R3PM-Net: Real-time, Robust, Real-world Point Matching Network

Paper • 2604.05060 • Published Apr 6 • 8

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

Paper • 2604.02721 • Published Apr 3 • 639

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

Paper • 2604.02176 • Published Apr 2 • 510

upvoted 3 papers 4 months ago

Embarrassingly Simple Self-Distillation Improves Code Generation

Paper • 2604.01193 • Published Apr 1 • 56

Qworld: Question-Specific Evaluation Criteria for LLMs

Paper • 2603.23522 • Published Mar 6 • 10

InCoder-32B: Code Foundation Model for Industrial Scenarios

Paper • 2603.16790 • Published Mar 17 • 312

upvoted 2 papers 5 months ago

Does Your Reasoning Model Implicitly Know When to Stop Thinking?

Paper • 2602.08354 • Published Feb 9 • 267

A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 526