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Collections including paper arxiv:2508.10711

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

Image Generation

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146

Img/video generative

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146
LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published Sep 26, 2025 • 189
PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 228

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 40
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

yandex/stable-diffusion-3.5-medium-alchemist

Text-to-Image • Updated May 16, 2025 • 6 • 7
Ovis-U1 Technical Report

Paper • 2506.23044 • Published Jun 29, 2025 • 63
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

Paper • 2507.01953 • Published Jul 2, 2025 • 18
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

Paper • 2507.01945 • Published Jul 2, 2025 • 75

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 • 19
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 64
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21, 2025 • 10
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146

stepfun-ai/NextStep-1.1

Text-to-Image • 15B • Updated Dec 23, 2025 • 6.86k • 28
stepfun-ai/NextStep-1.1-Pretrain

Text-to-Image • 15B • Updated Dec 24, 2025 • 22 • 7
stepfun-ai/NextStep-1.1-Pretrain-256px

Text-to-Image • 15B • Updated Feb 16 • 24 • 13
stepfun-ai/NextStep-1-f8ch16-Tokenizer

Updated Aug 14, 2025 • 54 • 15

Auto Regressive Image Generation

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression

Paper • 2505.19602 • Published May 26, 2025 • 13
DiSA: Diffusion Step Annealing in Autoregressive Image Generation

Paper • 2505.20297 • Published May 26, 2025 • 3
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation

Paper • 2506.06962 • Published Jun 8, 2025 • 28
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

Paper • 2507.01957 • Published Jul 2, 2025 • 23

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 98
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 165

AI Paper of the Day

A collection of papers that I think are interesting, one added each day

Can Large Language Models Understand Context?

Paper • 2402.00858 • Published Feb 1, 2024 • 24
OLMo: Accelerating the Science of Language Models

Paper • 2402.00838 • Published Feb 1, 2024 • 86
Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 156
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity

Paper • 2401.17072 • Published Jan 30, 2024 • 25

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 • 19
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data

Paper • 2401.10891 • Published Jan 19, 2024 • 64
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

Paper • 2401.13627 • Published Jan 24, 2024 • 78

Image Generation

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146

Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21, 2025 • 10
NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146

Img/video generative

NextStep-1: Toward Autoregressive Image Generation with Continuous Tokens at Scale

Paper • 2508.10711 • Published Aug 14, 2025 • 146
LongLive: Real-time Interactive Long Video Generation

Paper • 2509.22622 • Published Sep 26, 2025 • 189
PaperBanana: Automating Academic Illustration for AI Scientists

Paper • 2601.23265 • Published Jan 30 • 228

stepfun-ai/NextStep-1.1

Text-to-Image • 15B • Updated Dec 23, 2025 • 6.86k • 28
stepfun-ai/NextStep-1.1-Pretrain

Text-to-Image • 15B • Updated Dec 24, 2025 • 22 • 7
stepfun-ai/NextStep-1.1-Pretrain-256px

Text-to-Image • 15B • Updated Feb 16 • 24 • 13
stepfun-ai/NextStep-1-f8ch16-Tokenizer

Updated Aug 14, 2025 • 54 • 15

Image Generation

OneIG-Bench: Omni-dimensional Nuanced Evaluation for Image Generation

Paper • 2506.07977 • Published Jun 9, 2025 • 40
Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers

Paper • 2506.07986 • Published Jun 9, 2025 • 19
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis

Paper • 2506.06276 • Published Jun 6, 2025 • 26
Aligning Latent Spaces with Flow Priors

Paper • 2506.05240 • Published Jun 5, 2025 • 27

Auto Regressive Image Generation

Memory-Efficient Visual Autoregressive Modeling with Scale-Aware KV Cache Compression

Paper • 2505.19602 • Published May 26, 2025 • 13
DiSA: Diffusion Step Annealing in Autoregressive Image Generation

Paper • 2505.20297 • Published May 26, 2025 • 3
AR-RAG: Autoregressive Retrieval Augmentation for Image Generation

Paper • 2506.06962 • Published Jun 8, 2025 • 28
Locality-aware Parallel Decoding for Efficient Autoregressive Image Generation

Paper • 2507.01957 • Published Jul 2, 2025 • 23

yandex/stable-diffusion-3.5-medium-alchemist

Text-to-Image • Updated May 16, 2025 • 6 • 7
Ovis-U1 Technical Report

Paper • 2506.23044 • Published Jun 29, 2025 • 63
FreeMorph: Tuning-Free Generalized Image Morphing with Diffusion Model

Paper • 2507.01953 • Published Jul 2, 2025 • 18
LongAnimation: Long Animation Generation with Dynamic Global-Local Memory

Paper • 2507.01945 • Published Jul 2, 2025 • 75

Interesting Papers

ReZero: Enhancing LLM search ability by trying one-more-time

Paper • 2504.11001 • Published Apr 15, 2025 • 16
FonTS: Text Rendering with Typography and Style Controls

Paper • 2412.00136 • Published Nov 28, 2024 • 1
GenEx: Generating an Explorable World

Paper • 2412.09624 • Published Dec 12, 2024 • 98
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Paper • 2412.13663 • Published Dec 18, 2024 • 165

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