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Collections including paper arxiv:2406.16260

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation

Paper • 2408.09787 • Published Aug 19, 2024 • 10
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data

Paper • 2408.10119 • Published Aug 19, 2024 • 17
ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Paper • 2408.06070 • Published Aug 12, 2024 • 55
Tora: Trajectory-oriented Diffusion Transformer for Video Generation

Paper • 2407.21705 • Published Jul 31, 2024 • 27

Video as the New Language for Real-World Decision Making

Paper • 2402.17139 • Published Feb 27, 2024 • 21
Learning and Leveraging World Models in Visual Representation Learning

Paper • 2403.00504 • Published Mar 1, 2024 • 33
MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies

Paper • 2403.01422 • Published Mar 3, 2024 • 29
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Paper • 2403.05438 • Published Mar 8, 2024 • 21

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

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 25
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

Vision-Language

SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Paper • 2201.12086 • Published Jan 28, 2022 • 3
ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Paper • 2305.15028 • Published May 24, 2023 • 1

MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model

Paper • 2405.20222 • Published May 30, 2024 • 11
ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation

Paper • 2406.00908 • Published Jun 3, 2024 • 12
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation

Paper • 2406.02509 • Published Jun 4, 2024 • 10
I4VGen: Image as Stepping Stone for Text-to-Video Generation

Paper • 2406.02230 • Published Jun 4, 2024 • 18

Daily paper that is inspiring (abstract is enough)

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13, 2024 • 40
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 82
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Paper • 2401.09985 • Published Jan 18, 2024 • 18
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Paper • 2401.09962 • Published Jan 18, 2024 • 9
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Paper • 2401.10404 • Published Jan 18, 2024 • 10
ActAnywhere: Subject-Aware Video Background Generation

Paper • 2401.10822 • Published Jan 19, 2024 • 13

Anim-Director: A Large Multimodal Model Powered Agent for Controllable Animation Video Generation

Paper • 2408.09787 • Published Aug 19, 2024 • 10
Factorized-Dreamer: Training A High-Quality Video Generator with Limited and Low-Quality Data

Paper • 2408.10119 • Published Aug 19, 2024 • 17
ControlNeXt: Powerful and Efficient Control for Image and Video Generation

Paper • 2408.06070 • Published Aug 12, 2024 • 55
Tora: Trajectory-oriented Diffusion Transformer for Video Generation

Paper • 2407.21705 • Published Jul 31, 2024 • 27

MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model

Paper • 2405.20222 • Published May 30, 2024 • 11
ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation

Paper • 2406.00908 • Published Jun 3, 2024 • 12
CamCo: Camera-Controllable 3D-Consistent Image-to-Video Generation

Paper • 2406.02509 • Published Jun 4, 2024 • 10
I4VGen: Image as Stepping Stone for Text-to-Video Generation

Paper • 2406.02230 • Published Jun 4, 2024 • 18

Video as the New Language for Real-World Decision Making

Paper • 2402.17139 • Published Feb 27, 2024 • 21
Learning and Leveraging World Models in Visual Representation Learning

Paper • 2403.00504 • Published Mar 1, 2024 • 33
MovieLLM: Enhancing Long Video Understanding with AI-Generated Movies

Paper • 2403.01422 • Published Mar 3, 2024 • 29
VideoElevator: Elevating Video Generation Quality with Versatile Text-to-Image Diffusion Models

Paper • 2403.05438 • Published Mar 8, 2024 • 21

Daily paper that is inspiring (abstract is enough)

World Model on Million-Length Video And Language With RingAttention

Paper • 2402.08268 • Published Feb 13, 2024 • 40
Improving Text Embeddings with Large Language Models

Paper • 2401.00368 • Published Dec 31, 2023 • 82
Chain-of-Thought Reasoning Without Prompting

Paper • 2402.10200 • Published Feb 15, 2024 • 109
FiT: Flexible Vision Transformer for Diffusion Model

Paper • 2402.12376 • Published Feb 19, 2024 • 48

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

Paper • 2402.08714 • Published Feb 13, 2024 • 15
Data Engineering for Scaling Language Models to 128K Context

Paper • 2402.10171 • Published Feb 15, 2024 • 25
RLVF: Learning from Verbal Feedback without Overgeneralization

Paper • 2402.10893 • Published Feb 16, 2024 • 12
Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens

Paper • 2401.09985 • Published Jan 18, 2024 • 18
CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects

Paper • 2401.09962 • Published Jan 18, 2024 • 9
Inflation with Diffusion: Efficient Temporal Adaptation for Text-to-Video Super-Resolution

Paper • 2401.10404 • Published Jan 18, 2024 • 10
ActAnywhere: Subject-Aware Video Background Generation

Paper • 2401.10822 • Published Jan 19, 2024 • 13

Vision-Language

SILC: Improving Vision Language Pretraining with Self-Distillation

Paper • 2310.13355 • Published Oct 20, 2023 • 9
Woodpecker: Hallucination Correction for Multimodal Large Language Models

Paper • 2310.16045 • Published Oct 24, 2023 • 17
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

Paper • 2201.12086 • Published Jan 28, 2022 • 3
ImageNetVC: Zero-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories

Paper • 2305.15028 • Published May 24, 2023 • 1

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