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Applied Machine Learning Papers

Reading List (Mainly Focused of VLM's and Diffusion Models)

about 20 hours ago

Scalable Diffusion Models with Transformers

Paper • 2212.09748 • Published Dec 19, 2022 • 16
Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

Paper • 2311.15127 • Published Nov 25, 2023 • 12
Learning Transferable Visual Models From Natural Language Supervision

Paper • 2103.00020 • Published Feb 26, 2021 • 11
U-Net: Convolutional Networks for Biomedical Image Segmentation

Paper • 1505.04597 • Published May 18, 2015 • 7

Papers - Image - Training - OCR - High-Res Dense Alignment

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

Papers - Image - Grounding

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30
RegionGPT: Towards Region Understanding Vision Language Model

Paper • 2403.02330 • Published Mar 4 • 2

Papers - Image - Dataset - LVIS

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30
COCONut: Modernizing COCO Segmentation

Paper • 2404.08639 • Published Apr 12 • 27
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 3
Grounded Language-Image Pre-training

Paper • 2112.03857 • Published Dec 7, 2021 • 3

Papers - Image - Referring Object Classification (ROC)

Where the model is tasked with identifying the object in a region mentioned in a query. we utilize the validation split of the LVIS dataset

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

Papers - Image - Encoders - Dual Vision MLP projectors

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

Papers - Image - VQA - Ferret

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

Papers - University - Columbia University

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30
GLIGEN: Open-Set Grounded Text-to-Image Generation

Paper • 2301.07093 • Published Jan 17, 2023 • 3
PhysDreamer: Physics-Based Interaction with 3D Objects via Video Generation

Paper • 2404.13026 • Published Apr 19 • 23
MoDE: CLIP Data Experts via Clustering

Paper • 2404.16030 • Published Apr 24 • 12

Papers - University - University of Santa Barbara

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30
MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos

Paper • 2406.08407 • Published Jun 12 • 24

Papers - Image - VQA - Captions High Res Alignment

Ferret-v2: An Improved Baseline for Referring and Grounding with Large Language Models

Paper • 2404.07973 • Published Apr 11 • 30

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