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Collections including paper arxiv:2406.20095

Reinforcement Learning (RL / RLHF)

RLHF Workflow: From Reward Modeling to Online RLHF

Paper • 2405.07863 • Published May 13 • 67
Understanding and Diagnosing Deep Reinforcement Learning

Paper • 2406.16979 • Published Jun 23 • 9
Direct Nash Optimization: Teaching Language Models to Self-Improve with General Preferences

Paper • 2404.03715 • Published Apr 4 • 59
Iterative Nash Policy Optimization: Aligning LLMs with General Preferences via No-Regret Learning

Paper • 2407.00617 • Published Jun 30 • 7

Models released with LLaRA: Supercharging Robot Learning Data for Vision-Language Policy

LLaRA: Supercharging Robot Learning Data for Vision-Language Policy

Paper • 2406.20095 • Published Jun 28 • 17
variante/llava-1.5-7b-llara-D-inBC-Aux-B-VIMA-80k

Image-Text-to-Text • Updated Jul 15 • 11 • 1
variante/llava-1.5-7b-llara-D-inBC-Aux-D-VIMA-80k

Image-Text-to-Text • Updated Jul 13 • 5 • 1
variante/llava-1.5-7b-llara-D-inBC-VIMA-80k

Image-Text-to-Text • Updated Jul 13 • 4 • 1

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 36
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7 • 19

Daily paper that is inspiring (abstract is enough)

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13 • 36
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 79
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15 • 95
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19 • 48

PRDP: Proximal Reward Difference Prediction for Large-Scale Reward Finetuning of Diffusion Models

Paper • 2402.08714 • Published Feb 13 • 10
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15 • 21
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16 • 10
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21 • 12

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