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TechcraftingAI Computer Vision

by Brad Edwards

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.

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Episodes

  1. Ep. 247 - Part 3 - June 13, 2024

    ArXiv Computer Vision research for Thursday, June 13, 2024. 00:21: LRM-Zero: Training Large Reconstruction Models with Synthesized Data 01:56: Scale-Invariant Monocular Depth Estimation via SSI Depth 03:08: GGHead: Fast and Generalizable 3D Gaussian Heads 04:55: Multiagent Multitraversal…

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  2. Ep. 247 - Part 2 - June 13, 2024

    ArXiv Computer Vision research for Thursday, June 13, 2024. 00:21: INS-MMBench: A Comprehensive Benchmark for Evaluating LVLMs' Performance in Insurance 02:11: Large-Scale Evaluation of Open-Set Image Classification Techniques 03:43: PC-LoRA: Low-Rank Adaptation for Progressive Model Compression...

  3. Ep. 247 - Part 1 - June 13, 2024

    ArXiv Computer Vision research for Thursday, June 13, 2024. 00:21: FouRA: Fourier Low Rank Adaptation 01:41: Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation 03:18: Few-Shot Anomaly Detection via Category-Agnostic Registration Learning 04:57: Skim then Focus:...

  4. Ep. 246 - Part 3 - June 12, 2024

    ArXiv Computer Vision research for Wednesday, June 12, 2024. 00:20: From a Social Cognitive Perspective: Context-aware Visual Social Relationship Recognition 02:09: APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentatio 03:57: 2.5D Multi-view Averaging Diffusion Model for 3D...

  5. Ep. 246 - Part 2 - June 12, 2024

    ArXiv Computer Vision research for Wednesday, June 12, 2024. 00:21: From Sim-to-Real: Toward General Event-based Low-light Frame Interpolation with Per-scene Optimization 01:44: Make Your Actor Talk: Generalizable and High-Fidelity Lip Sync with Motion and Appearance Disentanglement 03:20:...

  6. Ep. 246 - Part 1 - June 12, 2024

    ArXiv Computer Vision research for Wednesday, June 12, 2024. 00:20: FaithFill: Faithful Inpainting for Object Completion Using a Single Reference Image 01:21: Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation 02:49: Unveiling the Power of Wavelets: A Wavelet-based...

  7. Ep. 245 - Part 3 - June 11, 2024

    ArXiv Computer Vision research for Tuesday, June 11, 2024. 00:21: DERM12345: A Large, Multisource Dermatoscopic Skin Lesion Dataset with 38 Subclasses 01:44: Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration 02:49: Benchmarking Vision-Language Contrastive Methods…

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  8. Ep. 245 - Part 2 - June 11, 2024

    ArXiv Computer Vision research for Tuesday, June 11, 2024. 00:21: NeRSP: Neural 3D Reconstruction for Reflective Objects with Sparse Polarized Images 01:27: Beyond Bare Queries: Open-Vocabulary Object Retrieval with 3D Scene Graph 03:14: T2S-GPT: Dynamic Vector Quantization for Autoregressive…

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  9. Ep. 245 - Part 1 - June 11, 2024

    ArXiv Computer Vision research for Tuesday, June 11, 2024. 00:20: Explaining Representation Learning with Perceptual Components 01:28: Optimal Matrix-Mimetic Tensor Algebras via Variable Projection 03:03: Sparse Bayesian Networks: Efficient Uncertainty Quantification in Medical Image Analysis...

  10. Ep. 244 - Part 1 - June 10, 2024

    ArXiv Computer Vision research for Monday, June 10, 2024. 00:20: ReCon1M:A Large-scale Benchmark Dataset for Relation Comprehension in Remote Sensing Imagery 01:59: Diving into Underwater: Segment Anything Model Guided Underwater Salient Instance Segmentation and A Large-scale Dataset 03:44…

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  11. Ep. 244 - Part 2 - June 10, 2024

    ArXiv Computer Vision research for Monday, June 10, 2024. 00:20: DualAD: Disentangling the Dynamic and Static World for End-to-End Driving 01:41: NeuroMoCo: A Neuromorphic Momentum Contrast Learning Method for Spiking Neural Networks 03:22: Vehicle Vectors and Traffic Patterns from Planet Imagery...

  12. Ep. 243 - Part 2 - June 9, 2024

    ArXiv Computer Vision research for Sunday, June 09, 2024. 00:20: ControlLoc: Physical-World Hijacking Attack on Visual Perception in Autonomous Driving 02:23: Unified Text-to-Image Generation and Retrieval 03:51: F-LMM: Grounding Frozen Large Multimodal Models 05:34: Multi-Stain Multi-Level...

  13. Ep. 243 - Part 1 - June 9, 2024

    ArXiv Computer Vision research for Sunday, June 09, 2024. 00:20: PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction 01:47: Anomaly Multi-classification in Industrial Scenarios: Transferring Few-shot Learning to a New Task 02:51: GTR: Improving Large 3D Reconstruction Models...

  14. Ep. 242 - June 8, 2024

    ArXiv Computer Vision research for Saturday, June 08, 2024. 00:20: Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid 01:31: 1st Place Winner of the 2024 Pixel-level Video Understanding in the Wild (CVPR'24 PVUW)...

  15. Ep. 241 - Part 2 - June 7, 2024

    ArXiv Computer Vision research for Friday, June 07, 2024. 00:21: RU-AI: A Large Multimodal Dataset for Machine Generated Content Detection 01:52: AGBD: A Global-scale Biomass Dataset 03:30: MA-AVT: Modality Alignment for Parameter-Efficient Audio-Visual Transformers 04:52: Faster Than Lies:...

  16. Ep. 241 - Part 1 - June 7, 2024

    ArXiv Computer Vision research for Friday, June 07, 2024. 00:20: Image Processing Based Forest Fire Detection 01:08: STAR: Skeleton-aware Text-based 4D Avatar Generation with In-Network Motion Retargeting 03:05: UVCPNet: A UAV-Vehicle Collaborative Perception Network for 3D Object Detection…

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  17. Ep. 240 - Part 2 - June 6, 2024

    ArXiv Computer Vision research for Thursday, June 06, 2024. 00:20: M3LEO: A Multi-Modal, Multi-Label Earth Observation Dataset Integrating Interferometric SAR and RGB Data 02:34: Understanding Information Storage and Transfer in Multi-modal Large Language Models 04:27: Conv-INR: Convolutional...

  18. Ep. 240 - Part 1 - June 6, 2024

    ArXiv Computer Vision research for Thursday, June 06, 2024. 00:20: ReDistill: Residual Encoded Distillation for Peak Memory Reduction 01:58: Instance Segmentation and Teeth Classification in Panoramic X-rays 03:34: Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge 04:44:...

  19. Ep. 239 - Part 3 - June 5, 2024

    ArXiv Computer Vision research for Wednesday, June 05, 2024. 00:20: Image Copy-Move Forgery Detection and Localization Scheme: How to Avoid Missed Detection and False Alarm 01:52: VWise: A novel benchmark for evaluating scene classification for vehicular applications 03:03: Text-to-Image…

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  20. Ep. 239 - Part 2 - June 5, 2024

    ArXiv Computer Vision research for Wednesday, June 05, 2024. 00:20: Adapter-X: A Novel General Parameter-Efficient Fine-Tuning Framework for Vision 02:03: A-Bench: Are LMMs Masters at Evaluating AI-generated Images? 03:42: Exploiting LMM-based knowledge for image classification tasks 04:37:...

  21. Ep. 239 - Part 1 - June 5, 2024

    ArXiv Computer Vision research for Wednesday, June 05, 2024. 00:20: A Self-Supervised Denoising Strategy for Underwater Acoustic Camera Imageries 01:26: Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models 02:40: U-KAN Makes Strong Backbone for Medical Image...

  22. Ep. 238 - Part 2 - June 4, 2024

    ArXiv Computer Vision research for Tuesday, June 04, 2024. 00:20: FedDr+: Stabilizing Dot-regression with Global Feature Distillation for Federated Learning 02:06: EUFCC-340K: A Faceted Hierarchical Dataset for Metadata Annotation in GLAM Collections 03:14: Learning to Edit Visual Programs with...

  23. Ep. 238 - Part 1 - June 4, 2024

    ArXiv Computer Vision research for Tuesday, June 04, 2024. 00:20: Plug-and-Play Diffusion Distillation 01:29: Enhance Image-to-Image Generation with LLaVA Prompt and Negative Prompt 02:33: The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise 04:03:...

  24. Ep. 237 - Part 3 - June 3, 2024

    ArXiv Computer Vision research for Monday, June 03, 2024. 00:20: Mixture of Rationale: Multi-Modal Reasoning Mixture for Visual Question Answering 01:35: An expert-driven data generation pipeline for histological images 02:26: Sensitivity-Informed Augmentation for Robust Segmentation 04:10…

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  25. Ep. 237 - Part 2 - June 3, 2024

    ArXiv Computer Vision research for Monday, June 03, 2024. 00:20: Patch-Based Encoder-Decoder Architecture for Automatic Transmitted Light to Fluorescence Imaging Transition: Contribution to the LightMyCells Challenge 01:26: UniAnimate: Taming Unified Video Diffusion Models for Consistent Human...

  26. Ep. 237 - Part 1 - June 3, 2024

    ArXiv Computer Vision research for Monday, June 03, 2024. 00:20: Dragonfly: Multi-Resolution Zoom Supercharges Large Visual-Language Model 02:26: MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models 03:57: Uni-ISP: Unifying the Learning of ISPs from Multiple Cameras...

  27. Ep. 236 - June 2, 2024

    ArXiv Computer Vision research for Sunday, June 02, 2024. 00:20: Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering 02:12: SAM-LAD: Segment Anything Model Meets Zero-Shot Logic Anomaly Detection 04:12: Correlation Matching Transformation Transformers…

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  28. Ep. 235 - June 1, 2024

    ArXiv Computer Vision research for Saturday, June 01, 2024. 00:20: Complex Style Image Transformations for Domain Generalization in Medical Images 01:36: HENASY: Learning to Assemble Scene-Entities for Egocentric Video-Language Model 03:03: From Seedling to Harvest: The GrowingSoy Dataset for…

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  29. Ep. 234 - May 31, 2024

    ArXiv Computer Vision summaries for May 31, 2024

  30. Ep. 233 - Part 3 - May 30, 2024

    ArXiv Computer Vision summaries for May 30, 2024

  31. Ep. 233 - Part 2 - May 30, 2024

    ArXiv Computer Vision summaries for May 30, 2024

  32. Ep. 233 - Part 1 - May 30, 2024

    ArXiv Computer Vision summaries for May 30, 2024

  33. Ep. 232 - Part 2 - May 29, 2024

    ArXiv Computer Vision summaries for May 29, 2024

  34. Ep. 232 - Part 1 - May 29, 2024

    ArXiv Computer Vision summaries for May 29, 2024

  35. Ep. 231 - Part 3 - May 28, 2024

    ArXiv Computer Vision summaries for May 28, 2024

  36. Ep. 231 - Part 2 - May 28, 2024

    ArXiv Computer Vision summaries for May 28, 2024

  37. Ep. 231 - Part 1 - May 28, 2024

    ArXiv Computer Vision summaries for May 28, 2024

  38. Ep. 230 - Part 3 - May 27, 2024

    ArXiv Computer Vision summaries for May 27, 2024

  39. Ep. 230 - Part 2 - May 27, 2024

    ArXiv Computer Vision summaries for May 27, 2024

  40. Ep. 230 - Part 1 - May 27, 2024

    ArXiv Computer Vision summaries for May 27, 2024

  41. Ep. 229 - May 26, 2024

    ArXiv Computer Vision summaries for May 26, 2024

  42. Ep. 228 - May 25, 2024

    ArXiv Computer Vision summaries for May 25, 2024

  43. Ep. 227 - Part 3 - May 24, 2024

    ArXiv Robotics summaries for May 24, 2024

  44. Ep. 227 - Part 2 - May 24, 2024

    ArXiv Computer Vision summaries for May 24, 2024

  45. Ep. 227 - Part 1 - May 24, 2024

    ArXiv Computer Vision summaries for May 24, 2024

  46. Ep. 226 - Part 3 - May 23, 2024

    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...

  47. Ep. 226 - Part 2 - May 23, 2024

    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...

  48. Ep. 226 - Part 1 - May 23, 2024

    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...

  49. Ep. 225 - Part 3 - May 22, 2024

    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...

  50. Ep. 225 - Part 2 - May 22, 2024

    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...

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ABOUT THIS SHOW

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.

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Brad Edwards

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technology

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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...

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