Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs
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2501.18585
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Published
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61
Research Papers/Reviews/Literature
Daily Research papers and review including older relevant content.
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RWKV-7 "Goose" with Expressive Dynamic State Evolution
Paper • 2503.14456 • Published • 147 -
DeepMesh: Auto-Regressive Artist-mesh Creation with Reinforcement Learning
Paper • 2503.15265 • Published • 47 -
Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
Paper • 2503.15558 • Published • 46 -
One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation
Paper • 2503.13358 • Published • 96 -
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
Paper • 2504.00999 • Published • 88 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 271 -
The Carbon Footprint of Machine Learning Training Will Plateau, Then Shrink
Paper • 2204.05149 • Published • 9 -
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Paper • 2504.13837 • Published • 118 -
Learning to Reason under Off-Policy Guidance
Paper • 2504.14945 • Published • 78 -
Kuwain 1.5B: An Arabic SLM via Language Injection
Paper • 2504.15120 • Published • 114 -
TTRL: Test-Time Reinforcement Learning
Paper • 2504.16084 • Published • 99 -
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models
Paper • 2504.15279 • Published • 71 -
Step1X-Edit: A Practical Framework for General Image Editing
Paper • 2504.17761 • Published • 85 -
Towards Understanding Camera Motions in Any Video
Paper • 2504.15376 • Published • 149 -
BitNet v2: Native 4-bit Activations with Hadamard Transformation for 1-bit LLMs
Paper • 2504.18415 • Published • 40 -
MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
Paper • 2504.16083 • Published • 8 -
LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects
Paper • 2504.19838 • Published • 20 -
Reinforcement Learning for Reasoning in Large Language Models with One Training Example
Paper • 2504.20571 • Published • 70 -
Sadeed: Advancing Arabic Diacritization Through Small Language Model
Paper • 2504.21635 • Published • 46