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upvoted 8 papers 5 days ago

The Path Not Taken: RLVR Provably Learns Off the Principals

Paper • 2511.08567 • Published Nov 11 • 33

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Paper • 2512.14067 • Published 10 days ago • 12

VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs

Paper • 2512.12072 • Published 14 days ago • 17

Puzzle Curriculum GRPO for Vision-Centric Reasoning

Paper • 2512.14944 • Published 10 days ago • 33

Universal Reasoning Model

Paper • 2512.14693 • Published 10 days ago • 37

Improving Recursive Transformers with Mixture of LoRAs

Paper • 2512.12880 • Published 12 days ago • 4

Nemotron-Math: Efficient Long-Context Distillation of Mathematical Reasoning from Multi-Mode Supervision

Paper • 2512.15489 • Published 9 days ago • 6

Kling-Omni Technical Report

Paper • 2512.16776 • Published 8 days ago • 155

upvoted 3 papers 8 days ago

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Paper • 2512.12967 • Published 11 days ago • 100

Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models

Paper • 2512.13607 • Published 11 days ago • 26

Olmo 3

Paper • 2512.13961 • Published 11 days ago • 22

upvoted 2 papers 11 days ago

Exploring MLLM-Diffusion Information Transfer with MetaCanvas

Paper • 2512.11464 • Published 14 days ago • 12

SVG-T2I: Scaling Up Text-to-Image Latent Diffusion Model Without Variational Autoencoder

Paper • 2512.11749 • Published 14 days ago • 36

upvoted a paper 12 days ago

Long-horizon Reasoning Agent for Olympiad-Level Mathematical Problem Solving

Paper • 2512.10739 • Published 15 days ago • 45

upvoted 6 papers 16 days ago

OneThinker: All-in-one Reasoning Model for Image and Video

Paper • 2512.03043 • Published 24 days ago • 32

PretrainZero: Reinforcement Active Pretraining

Paper • 2512.03442 • Published 23 days ago • 46

FMA-Net++: Motion- and Exposure-Aware Real-World Joint Video Super-Resolution and Deblurring

Paper • 2512.04390 • Published 23 days ago • 8

Deep Forcing: Training-Free Long Video Generation with Deep Sink and Participative Compression

Paper • 2512.05081 • Published 22 days ago • 30

JEPA as a Neural Tokenizer: Learning Robust Speech Representations with Density Adaptive Attention

Paper • 2512.07168 • Published 18 days ago • 1

One Layer Is Enough: Adapting Pretrained Visual Encoders for Image Generation

Paper • 2512.07829 • Published 18 days ago • 21