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Collections including paper arxiv:2404.03673

mDPO: Conditional Preference Optimization for Multimodal Large Language Models

Paper • 2406.11839 • Published Jun 17, 2024 • 38
Pandora: Towards General World Model with Natural Language Actions and Video States

Paper • 2406.09455 • Published Jun 12, 2024 • 15
WPO: Enhancing RLHF with Weighted Preference Optimization

Paper • 2406.11827 • Published Jun 17, 2024 • 15
In-Context Editing: Learning Knowledge from Self-Induced Distributions

Paper • 2406.11194 • Published Jun 17, 2024 • 15

Papers - Fine-tuning - Image - Prompt Image Alignment

RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Paper • 2404.03673 • Published Mar 25, 2024 • 16

Papers - RL - Consistency Model (RLCM)

a multi-step Markov Decision Process, allowing one to fine-tune consistency models toward a downstream task using just a reward function.

RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Paper • 2404.03673 • Published Mar 25, 2024 • 16

Papers - University - Cornell University

Learning Trajectory Preferences for Manipulators via Iterative Improvement

Paper • 1306.6294 • Published Jun 26, 2013 • 2
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection

Paper • 2403.19888 • Published Mar 29, 2024 • 12
RL for Consistency Models: Faster Reward Guided Text-to-Image Generation

Paper • 2404.03673 • Published Mar 25, 2024 • 16
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

Paper • 2404.13026 • Published Apr 19, 2024 • 24

Papers - Fine-tuning

Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning

Paper • 2310.20587 • Published Oct 31, 2023 • 18
SELF: Language-Driven Self-Evolution for Large Language Model

Paper • 2310.00533 • Published Oct 1, 2023 • 2
QLoRA: Efficient Finetuning of Quantized LLMs

Paper • 2305.14314 • Published May 23, 2023 • 50
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models

Paper • 2309.14717 • Published Sep 26, 2023 • 44

Papers - Image - Fine-tuning

DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 180
Visual Instruction Tuning

Paper • 2304.08485 • Published Apr 17, 2023 • 13
Glyph-ByT5: A Customized Text Encoder for Accurate Visual Text Rendering

Paper • 2403.09622 • Published Mar 14, 2024 • 18
Lumiere: A Space-Time Diffusion Model for Video Generation

Paper • 2401.12945 • Published Jan 23, 2024 • 85

Pix2Gif: Motion-Guided Diffusion for GIF Generation

Paper • 2403.04634 • Published Mar 7, 2024 • 17
StableDrag: Stable Dragging for Point-based Image Editing

Paper • 2403.04437 • Published Mar 7, 2024 • 28
Teaching Large Language Models to Reason with Reinforcement Learning

Paper • 2403.04642 • Published Mar 7, 2024 • 48
Yi: Open Foundation Models by 01.AI

Paper • 2403.04652 • Published Mar 7, 2024 • 63

Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis

Paper • 2401.09048 • Published Jan 17, 2024 • 10
Improving fine-grained understanding in image-text pre-training

Paper • 2401.09865 • Published Jan 18, 2024 • 17
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 60
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 74

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