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upvoted a paper 10 days ago

VideoWorld: Exploring Knowledge Learning from Unlabeled Videos

Paper • 2501.09781 • Published Jan 16 • 27

upvoted a paper 14 days ago

s1: Simple test-time scaling

Paper • 2501.19393 • Published Jan 31 • 112

upvoted a paper 24 days ago

Better & Faster Large Language Models via Multi-token Prediction

Paper • 2404.19737 • Published Apr 30, 2024 • 77

upvoted 2 papers about 2 months ago

Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Paper • 2305.18290 • Published May 29, 2023 • 55

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published Jan 22 • 354

upvoted 6 papers 2 months ago

Titans: Learning to Memorize at Test Time

Paper • 2501.00663 • Published Dec 31, 2024 • 22

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Paper • 2312.00752 • Published Dec 1, 2023 • 143

Movie Gen: A Cast of Media Foundation Models

Paper • 2410.13720 • Published Oct 17, 2024 • 94

Large Concept Models: Language Modeling in a Sentence Representation Space

Paper • 2412.08821 • Published Dec 11, 2024 • 14

Transformer-XL: Attentive Language Models Beyond a Fixed-Length Context

Paper • 1901.02860 • Published Jan 9, 2019 • 3

Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

Paper • 2404.07143 • Published Apr 10, 2024 • 108

upvoted 3 papers 3 months ago

Memory Layers at Scale

Paper • 2412.09764 • Published Dec 12, 2024 • 3

Self-Taught Evaluators

Paper • 2408.02666 • Published Aug 5, 2024 • 29

ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 30

upvoted 6 papers 4 months ago

O1 Replication Journey -- Part 2: Surpassing O1-preview through Simple Distillation, Big Progress or Bitter Lesson?

Paper • 2411.16489 • Published Nov 25, 2024 • 46

O1 Replication Journey: A Strategic Progress Report -- Part 1

Paper • 2410.18982 • Published Oct 8, 2024 • 3

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

Paper • 1909.13231 • Published Sep 29, 2019 • 1

The Surprising Effectiveness of Test-Time Training for Abstract Reasoning

Paper • 2411.07279 • Published Nov 11, 2024 • 3

Scaling Laws for Precision

Paper • 2411.04330 • Published Nov 7, 2024 • 8

Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

Paper • 2410.11081 • Published Oct 14, 2024 • 19