Oliver Kowalski

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upvoted a paper 28 days ago

Dream-RSI: Recursive Self-Improvement through Evolving Worlds

Paper • 2609.14858 • Published 29 days ago • 252

upvoted 2 papers about 1 month ago

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness

Paper • 2609.08183 • Published Sep 8 • 321

RoboTok: An Internet-Scale Data Engine for Human Demonstration Retrieval and Dexterous Manipulation Learning

Paper • 2609.03199 • Published Sep 2 • 31

upvoted a paper about 2 months ago

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published Aug 17 • 122

upvoted 3 papers 2 months ago

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

Paper • 2608.11924 • Published Aug 12 • 111

Beyond Pixels: From Video Priors to 4D Worlds

Paper • 2608.10744 • Published Aug 11 • 192

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

Paper • 2608.09819 • Published Aug 10 • 181

upvoted a paper 3 months ago

AutoTrainess: Teaching Language Models to Improve Language Models Autonomously

Paper • 2606.31551 • Published Jun 30 • 21

upvoted 3 papers 4 months ago

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

Paper • 2606.19338 • Published Jun 17 • 52

Looped World Models

Paper • 2606.18208 • Published Jun 16 • 81

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

Paper • 2606.02578 • Published Jun 1 • 5

upvoted 6 papers 5 months ago

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

Paper • 2605.30161 • Published May 28 • 55

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

Paper • 2605.16928 • Published May 16 • 91

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

Paper • 2605.21467 • Published May 20 • 86

CiteVQA: Benchmarking Evidence Attribution for Trustworthy Document Intelligence

Paper • 2605.12882 • Published May 13 • 65

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

Paper • 2605.14539 • Published May 14 • 6

Can Muon Fine-tune Adam-Pretrained Models?

Paper • 2605.10468 • Published May 11 • 6

upvoted 3 papers 6 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 • 86

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

Paper • 2604.05060 • Published Apr 6 • 4