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PODCAST

TechcraftingAI Computer Vision

TechcraftingAI Computer Vision brings you summaries of the latest arXiv research daily. Research is read by your virtual host, Sage. The podcast is produced by Brad Edwards, an AI Engineer from Vancouver, BC, and a graduate student of computer science studying AI at the University of York. Thank you to arXiv for use of its open access interoperability.

technology

All Episodes

01:11:52

Ep. 229 - May 26, 2024

TechcraftingAI Computer Vision ·

2024/05/29

ArXiv Computer Vision summaries for May 26, 2024

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01:04:28

Ep. 228 - May 25, 2024

TechcraftingAI Computer Vision ·

2024/05/29

ArXiv Computer Vision summaries for May 25, 2024

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00:40:54

Ep. 227 - Part 3 - May 24, 2024

TechcraftingAI Computer Vision ·

2024/05/29

ArXiv Robotics summaries for May 24, 2024

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00:43:17

Ep. 227 - Part 2 - May 24, 2024

TechcraftingAI Computer Vision ·

2024/05/29

ArXiv Computer Vision summaries for May 24, 2024

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00:44:46

Ep. 227 - Part 1 - May 24, 2024

TechcraftingAI Computer Vision ·

2024/05/29

ArXiv Computer Vision summaries for May 24, 2024

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00:55:21

Ep. 226 - Part 3 - May 23, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 23, 2024.Today's Research Themes (AI-Generated): • Unveiling inconsistencies in Large Vision-Language Models with novel benchmark tool ConBench. • Efficient historical document categorization through semantic segmentation and deep learning embeddings. • Assessing Vision-Large-Language-Models' vulnerability to typographic adversarial attacks in autonomous driving. • Introducing SAM priors into multi-view remote sensing image segmentation for

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00:57:17

Ep. 226 - Part 2 - May 23, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 23, 2024. Today's Research Themes (AI-Generated): • Unveiling inconsistencies in Large Vision-Language Models with novel benchmark tool ConBench. • Efficient historical document categorization through semantic segmentation and deep learning embeddings. • Assessing Vision-Large-Language-Models' vulnerability to typographic adversarial attacks in autonomous driving. • Introducing SAM priors into multi-view remote sensing image segmentation for

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00:57:44

Ep. 226 - Part 1 - May 23, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 23, 2024. Today's Research Themes (AI-Generated): • Unveiling inconsistencies in Large Vision-Language Models with novel benchmark tool ConBench. • Efficient historical document categorization through semantic segmentation and deep learning embeddings. • Assessing Vision-Large-Language-Models' vulnerability to typographic adversarial attacks in autonomous driving. • Introducing SAM priors into multi-view remote sensing image segmentation for

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00:43:38

Ep. 225 - Part 3 - May 22, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 22, 2024. Today's Research Themes (AI-Generated): • Deep learning-based hyperspectral image reconstruction enables cost-effective agricultural and biological quality assessment. • Sparse Scan Self-Attention mechanism reduces computational load and boosts performance for vision Transformers. • Semantic Equitable Clustering enhances Vision Transformers by efficiently clustering related tokens. • LatentTracer identifies images generated by specific

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00:45:19

Ep. 225 - Part 2 - May 22, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 22, 2024. Today's Research Themes (AI-Generated): • Deep learning-based hyperspectral image reconstruction enables cost-effective agricultural and biological quality assessment. • Sparse Scan Self-Attention mechanism reduces computational load and boosts performance for vision Transformers. • Semantic Equitable Clustering enhances Vision Transformers by efficiently clustering related tokens. • LatentTracer identifies images generated by specific

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00:44:01

Ep. 225 - Part 1 - May 22, 2024

TechcraftingAI Computer Vision ·

2024/05/24

arXiv Computer Vision research summaries for May 22, 2024. Today's Research Themes (AI-Generated): • Deep learning-based hyperspectral image reconstruction enables cost-effective agricultural and biological quality assessment. • Sparse Scan Self-Attention mechanism reduces computational load and boosts performance for vision Transformers. • Semantic Equitable Clustering enhances Vision Transformers by efficiently clustering related tokens. • LatentTracer identifies images generated by specific

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01:26:20

Ep. 224 - May 21, 2024

TechcraftingAI Computer Vision ·

2024/05/22

arXiv Computer Vision research summaries for May 21, 2024. Today's Research Themes (AI-Generated): • Introduction of 3DSS-Mamba for efficient hyperspectral image classification with global modeling capabilities. • Development of few-shot learning mechanism for customized image editing with minimal data. • CLRKDNet balances lane detection accuracy and real-time performance for autonomous driving. • NOVA-3D framework enables direct reconstruction of 3D anime characters from 2D non-overlapped

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01:28:28

Ep. 223 - May 20, 2024

TechcraftingAI Computer Vision ·

2024/05/22

arXiv Computer Vision research summaries for May 20, 2024. Today's Research Themes (AI-Generated): • Novel network learns Spatial Similarity Distribution for improved few-shot object counting accuracy. • Introducing MM-Retinal, a multi-modal dataset and pretraining model KeepFIT for enhanced fundus image analysis. • ViViD framework uses diffusion models for high-quality video virtual try-on with consistent garment details. • Proposed distill-then-prune technique for real-time, high-accuracy

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01:01:00

Ep. 222 - May 19, 2024

TechcraftingAI Computer Vision ·

2024/05/22

arXiv Computer Vision research summaries for May 19, 2024. Today's Research Themes (AI-Generated): • PQ3D demonstrates a unified model for 3D vision-language tasks with impressive multi-task training performance, setting new benchmarks. • AdaAugment, a novel data augmentation method, utilizes reinforcement learning for dynamic adjustment, outperforming state-of-the-art methods. • New cross-domain knowledge distillation framework boosts low-resolution human pose estimation, introducing

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00:28:26

Ep. 221 - May 18, 2024

TechcraftingAI Computer Vision ·

2024/05/22

arXiv Computer Vision research summaries for May 18, 2024. Today's Research Themes (AI-Generated): • GestFormer introduces efficient pooling for transformer-based hand gesture recognition, promising resource savings and performance gains. • ReasonPix2Pix provides an advanced image editing dataset focusing on active reasoning to improve instruction-based image editing. • FCNet integrates bi-directional vision-language fusion to enhance accuracy in referring image segmentation tasks. • TriLoRA

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00:58:08

Ep. 220 - May 17, 2024

TechcraftingAI Computer Vision ·

2024/05/20

arXiv Computer Vision research summaries for May 17, 2024. Today's Research Themes (AI-Generated): • VLMs safeguarded against patched visual prompt injectors through pixel-wise randomization and SmoothVLM framework • CM-UNet combines CNN and Mamba for efficient semantic segmentation of remote sensing images • LighTDiff employs a lightweight DDPM for enhanced low-light image enhancement in surgical endoscopy • NeRO MLP-based method offers improvements in autonomous driving through accurate road

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01:34:50

Ep. 219 - May 16, 2024

TechcraftingAI Computer Vision ·

2024/05/17

arXiv Computer Vision research summaries for May 16, 2024. Today's Research Themes (AI-Generated): • MediSyn enhances medical image synthesis across 2D and 3D modalities through diffusion models, enabling privacy-respecting algorithmic training. • Parallel Backpropagation enables visualization of shared visual features influencing neurons, contributing to understanding neural preferences in high-level visual brain regions. • The PillarNeXt architecture introduces Voxel2Pillar feature encoding

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00:54:25

Ep. 218 - May 15, 2024

TechcraftingAI Computer Vision ·

2024/05/16

arXiv Computer Vision research summaries for May 15, 2024. Today's Research Themes (AI-Generated): • Addressing multi-task feature importance for remote visual inference through mutual information-based compression. • Proposing RSHazeDiff, a Fourier-aware diffusion model enhancing remote sensing image dehazing with improved detail and color fidelity. • Introducing SOEDiff to efficiently edit small objects in images with text-based inpainting. • Developing HAAP, a hierarchical attention

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00:30:16

Ep. 217 - Part 2 - May 14, 2024

TechcraftingAI Computer Vision ·

2024/05/15

arXiv Computer Vision research summaries for May 14, 2024. Today's Research Themes (AI-Generated): • StraightPCF introduces a new deep learning method for point cloud filtering, offering faster surface convergence with fewer parameters. • Cross-Dataset Generalization study enhances retinal lesions segmentation by combining datasets with different annotation levels. • PINGU, employing nnUNet, advances in generalizable perivascular space segmentation, outperforming other methods, especially in

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00:37:29

Ep. 217 - Part 1 - May 14, 2024

TechcraftingAI Computer Vision ·

2024/05/15

arXiv Computer Vision research summaries for May 14, 2024. Today's Research Themes (AI-Generated): • StraightPCF introduces a new deep learning method for point cloud filtering, offering faster surface convergence with fewer parameters. • Cross-Dataset Generalization study enhances retinal lesions segmentation by combining datasets with different annotation levels. • PINGU, employing nnUNet, advances in generalizable perivascular space segmentation, outperforming other methods, especially in

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