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upvoted a paper 44 minutes ago

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

Paper • 2601.15625 • Published 11 days ago • 3

upvoted 3 papers about 1 hour ago

PaddleOCR-VL-1.5: Towards a Multi-Task 0.9B VLM for Robust In-the-Wild Document Parsing

Paper • 2601.21957 • Published 4 days ago • 5

Continual GUI Agents

Paper • 2601.20732 • Published 5 days ago • 2

Deep Search with Hierarchical Meta-Cognitive Monitoring Inspired by Cognitive Neuroscience

Paper • 2601.23188 • Published 3 days ago • 3

upvoted a paper about 6 hours ago

ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas

Paper • 2601.21558 • Published 4 days ago • 39

upvoted 15 papers 2 days ago

Idea2Story: An Automated Pipeline for Transforming Research Concepts into Complete Scientific Narratives

Paper • 2601.20833 • Published 5 days ago • 160

Self-Improving Pretraining: using post-trained models to pretrain better models

Paper • 2601.21343 • Published 4 days ago • 11

Hybrid Linear Attention Done Right: Efficient Distillation and Effective Architectures for Extremely Long Contexts

Paper • 2601.22156 • Published 4 days ago • 7

Shaping capabilities with token-level data filtering

Paper • 2601.21571 • Published 4 days ago • 18

Exploring Reasoning Reward Model for Agents

Paper • 2601.22154 • Published 4 days ago • 20

AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts

Paper • 2601.20730 • Published 5 days ago • 18

MMFineReason: Closing the Multimodal Reasoning Gap via Open Data-Centric Methods

Paper • 2601.21821 • Published 4 days ago • 49

Scaling Embeddings Outperforms Scaling Experts in Language Models

Paper • 2601.21204 • Published 4 days ago • 95

Shallow-π: Knowledge Distillation for Flow-based VLAs

Paper • 2601.20262 • Published 5 days ago • 2

FP8-RL: A Practical and Stable Low-Precision Stack for LLM Reinforcement Learning

Paper • 2601.18150 • Published 7 days ago • 5

OmegaUse: Building a General-Purpose GUI Agent for Autonomous Task Execution

Paper • 2601.20380 • Published 5 days ago • 8

Linear representations in language models can change dramatically over a conversation

Paper • 2601.20834 • Published 5 days ago • 20

Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning

Paper • 2601.20209 • Published 5 days ago • 22

Reinforcement Learning via Self-Distillation

Paper • 2601.20802 • Published 5 days ago • 31

Innovator-VL: A Multimodal Large Language Model for Scientific Discovery

Paper • 2601.19325 • Published 6 days ago • 75