CoRAG: Collaborative Retrieval-Augmented Generation
Paper
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2504.01883
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Published
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10
CAMV
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VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning
Paper • 2504.08837 • Published • 42 -
Mavors: Multi-granularity Video Representation for Multimodal Large Language Model
Paper • 2504.10068 • Published • 30 -
xVerify: Efficient Answer Verifier for Reasoning Model Evaluations
Paper • 2504.10481 • Published • 84 -
Efficient Generative Model Training via Embedded Representation Warmup
Paper • 2504.10188 • Published • 12 -
A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
Paper • 2504.11343 • Published • 16 -
NormalCrafter: Learning Temporally Consistent Normals from Video Diffusion Priors
Paper • 2504.11427 • Published • 18 -
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Paper • 2504.11536 • Published • 60 -
D^2iT: Dynamic Diffusion Transformer for Accurate Image Generation
Paper • 2504.09454 • Published • 12 -
Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
Paper • 2504.08672 • Published • 54 -
Generate, but Verify: Reducing Hallucination in Vision-Language Models with Retrospective Resampling
Paper • 2504.13169 • Published • 39 -
DMM: Building a Versatile Image Generation Model via Distillation-Based Model Merging
Paper • 2504.12364 • Published • 21 -
Iterative Self-Training for Code Generation via Reinforced Re-Ranking
Paper • 2504.09643 • Published • 34 -
DataDecide: How to Predict Best Pretraining Data with Small Experiments
Paper • 2504.11393 • Published • 17 -
Syzygy of Thoughts: Improving LLM CoT with the Minimal Free Resolution
Paper • 2504.09566 • Published • 10 -
AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference
Paper • 2504.10326 • Published • 25 -
InstantCharacter: Personalize Any Characters with a Scalable Diffusion Transformer Framework
Paper • 2504.12395 • Published • 17 -
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
Paper • 2504.13055 • Published • 19 -
M1: Towards Scalable Test-Time Compute with Mamba Reasoning Models
Paper • 2504.10449 • Published • 11 -
InteractVLM: 3D Interaction Reasoning from 2D Foundational Models
Paper • 2504.05303 • Published • 5 -
IAAO: Interactive Affordance Learning for Articulated Objects in 3D Environments
Paper • 2504.06827 • Published -
Uni3C: Unifying Precisely 3D-Enhanced Camera and Human Motion Controls for Video Generation
Paper • 2504.14899 • Published • 20 -
Analyzing LLMs' Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations
Paper • 2504.13816 • Published • 17 -
X-Teaming: Multi-Turn Jailbreaks and Defenses with Adaptive Multi-Agents
Paper • 2504.13203 • Published • 31 -
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
Paper • 2504.13835 • Published • 36 -
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
Paper • 2504.14655 • Published • 19 -
OTC: Optimal Tool Calls via Reinforcement Learning
Paper • 2504.14870 • Published • 33 -
FlowReasoner: Reinforcing Query-Level Meta-Agents
Paper • 2504.15257 • Published • 46 -
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks
Paper • 2504.15521 • Published • 63 -
LLMs are Greedy Agents: Effects of RL Fine-tuning on Decision-Making Abilities
Paper • 2504.16078 • Published • 20 -
Vidi: Large Multimodal Models for Video Understanding and Editing
Paper • 2504.15681 • Published • 15 -
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning
Paper • 2504.16080 • Published • 15 -
Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model
Paper • 2504.15843 • Published • 18 -
I-Con: A Unifying Framework for Representation Learning
Paper • 2504.16929 • Published • 30 -
Tina: Tiny Reasoning Models via LoRA
Paper • 2504.15777 • Published • 52 -
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Paper • 2504.15279 • Published • 73 -
Perspective-Aware Reasoning in Vision-Language Models via Mental Imagery Simulation
Paper • 2504.17207 • Published • 29 -
RefVNLI: Towards Scalable Evaluation of Subject-driven Text-to-image Generation
Paper • 2504.17502 • Published • 54 -
Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models
Paper • 2504.17789 • Published • 23 -
The Sparse Frontier: Sparse Attention Trade-offs in Transformer LLMs
Paper • 2504.17768 • Published • 12 -
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs
Paper • 2504.18415 • Published • 41 -
DianJin-R1: Evaluating and Enhancing Financial Reasoning in Large Language Models
Paper • 2504.15716 • Published • 9 -
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark
Paper • 2504.16427 • Published • 17 -
RepText: Rendering Visual Text via Replicating
Paper • 2504.19724 • Published • 30 -
YoChameleon: Personalized Vision and Language Generation
Paper • 2504.20998 • Published • 11 -
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
Paper • 2504.20734 • Published • 61 -
WebThinker: Empowering Large Reasoning Models with Deep Research Capability
Paper • 2504.21776 • Published • 42 -
Sadeed: Advancing Arabic Diacritization Through Small Language Model
Paper • 2504.21635 • Published • 54 -
Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
Paper • 2504.21233 • Published • 37 -
RoboVerse: Towards a Unified Platform, Dataset and Benchmark for Scalable and Generalizable Robot Learning
Paper • 2504.18904 • Published • 9 -
DeepCritic: Deliberate Critique with Large Language Models
Paper • 2505.00662 • Published • 48 -
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Paper • 2505.00703 • Published • 39 -
Self-Generated In-Context Examples Improve LLM Agents for Sequential Decision-Making Tasks
Paper • 2505.00234 • Published • 21 -
ReVision: High-Quality, Low-Cost Video Generation with Explicit 3D Physics Modeling for Complex Motion and Interaction
Paper • 2504.21855 • Published • 12 -
Improving Editability in Image Generation with Layer-wise Memory
Paper • 2505.01079 • Published • 26 -
Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts
Paper • 2504.21117 • Published • 24 -
Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction
Paper • 2505.02471 • Published • 11 -
Agentic Reasoning and Tool Integration for LLMs via Reinforcement Learning
Paper • 2505.01441 • Published • 31 -
LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
Paper • 2505.02625 • Published • 17 -
A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and Efficiency
Paper • 2505.01658 • Published • 29 -
Absolute Zero: Reinforced Self-play Reasoning with Zero Data
Paper • 2505.03335 • Published • 82 -
RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference
Paper • 2505.02922 • Published • 21 -
Benchmarking LLMs' Swarm intelligence
Paper • 2505.04364 • Published • 13