Spend Less, Reason Better: Budget-Aware Value Tree Search for LLM Agents Paper • 2603.12634 • Published Mar 13 • 16
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published Dec 1, 2025 • 74
OneStory: Coherent Multi-Shot Video Generation with Adaptive Memory Paper • 2512.07802 • Published Dec 8, 2025 • 46
VecGlypher: Unified Vector Glyph Generation with Language Models Paper • 2602.21461 • Published Feb 25 • 12
VecGlypher: Unified Vector Glyph Generation with Language Models Paper • 2602.21461 • Published Feb 25 • 12
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Paper • 2410.09344 • Published Oct 12, 2024 • 1
MedReason: Eliciting Factual Medical Reasoning Steps in LLMs via Knowledge Graphs Paper • 2504.00993 • Published Apr 1, 2025 • 3
Token Hidden Reward: Steering Exploration-Exploitation in Group Relative Deep Reinforcement Learning Paper • 2510.03669 • Published Oct 4, 2025 • 2
When RAG Hurts: Diagnosing and Mitigating Attention Distraction in Retrieval-Augmented LVLMs Paper • 2602.00344 • Published Jan 30 • 3
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral Paper • 2512.04220 • Published Dec 3, 2025 • 16
MedVLThinker: Simple Baselines for Multimodal Medical Reasoning Paper • 2508.02669 • Published Aug 4, 2025
MedVLSynther: Synthesizing High-Quality Visual Question Answering from Medical Documents with Generator-Verifier LMMs Paper • 2510.25867 • Published Oct 29, 2025 • 7