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Collections including paper arxiv:2412.17153

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

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

AR Image Generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Paper • 2412.18609 • Published Dec 24, 2024 • 18
Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21 • 9

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39

Papers from the NICS-EFFALG Team

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27 • 70
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding

Paper • 2307.15337 • Published Jul 28, 2023 • 38
DiTFastAttn: Attention Compression for Diffusion Transformer Models

Paper • 2406.08552 • Published Jun 12, 2024 • 25

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

Paper • 2402.04252 • Published Feb 6, 2024 • 28
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6, 2024 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7, 2024 • 44
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7, 2024 • 23

Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39

AR Image Generation

Parallelized Autoregressive Visual Generation

Paper • 2412.15119 • Published Dec 19, 2024 • 53
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Video-Panda: Parameter-efficient Alignment for Encoder-free Video-Language Models

Paper • 2412.18609 • Published Dec 24, 2024 • 18
Visual Autoregressive Modeling for Instruction-Guided Image Editing

Paper • 2508.15772 • Published Aug 21 • 9

Papers from the NICS-EFFALG Team

R2R: Efficiently Navigating Divergent Reasoning Paths with Small-Large Model Token Routing

Paper • 2505.21600 • Published May 27 • 70
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching

Paper • 2412.17153 • Published Dec 22, 2024 • 39
Skeleton-of-Thought: Large Language Models Can Do Parallel Decoding

Paper • 2307.15337 • Published Jul 28, 2023 • 38
DiTFastAttn: Attention Compression for Diffusion Transformer Models

Paper • 2406.08552 • Published Jun 12, 2024 • 25

CatLIP: CLIP-level Visual Recognition Accuracy with 2.7x Faster Pre-training on Web-scale Image-Text Data

Paper • 2404.15653 • Published Apr 24, 2024 • 29
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24, 2024 • 15
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning

Paper • 2405.12130 • Published May 20, 2024 • 50
Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Paper • 2405.12981 • Published May 21, 2024 • 33

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