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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.

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All Episodes

00:51:59

Ep. 247 - Part 3 - June 13, 2024

TechcraftingAI Computer Vision ·

2024/06/15

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 Multimodal Self-Driving: Open MARS Dataset 06:34: Towards Vision-Language Geo-Foundation Model: A Survey 08:11: SimGen: Simulator-conditioned Driving Scene Generation 09:44: Exploring the Spectrum of

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00:53:26

Ep. 247 - Part 2 - June 13, 2024

TechcraftingAI Computer Vision ·

2024/06/15

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 with Knowledge Distillation 05:00: MMRel: A Relation Understanding Dataset and Benchmark in the MLLM Era 06:41: Auto-Vocabulary Segmentation for LiDAR Points 07:30: AdaRevD: Adaptive Patch Exiting

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00:48:20

Ep. 247 - Part 1 - June 13, 2024

TechcraftingAI Computer Vision ·

2024/06/15

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: Integrating Contextual and Fine-grained Views for Repetitive Action Counting 06:46: ToSA: Token Selective Attention for Efficient Vision Transformers 08:00: Computer vision-based model for detecting turning lane

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00:43:50

Ep. 246 - Part 3 - June 12, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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 Medical Image Translation: Application to Low-count PET Reconstruction with CT-less Attenuation Correction 05:47: DDR: Exploiting Deep Degradation Response as Flexible Image Descriptor 06:58: Eyes Wide

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00:43:29

Ep. 246 - Part 2 - June 12, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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: Adversarial Patch for 3D Local Feature Extractor 04:00: Valeo4Cast: A Modular Approach to End-to-End Forecasting 05:38: The impact of deep learning aid on the workload and interpretation accuracy of radiologists

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00:45:45

Ep. 246 - Part 1 - June 12, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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 Kolmogorov-Arnold Network for Hyperspectral Image Classification 04:26: Flexible Music-Conditioned Dance Generation with Style Description Prompts 05:52: Robust 3D Face Alignment with Multi-Path Neural

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00:38:05

Ep. 245 - Part 3 - June 11, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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 for Medical Representation Learning 04:04: OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding 06:01: 4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion

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00:36:57

Ep. 245 - Part 2 - June 11, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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 Sign Language Production from Text 04:45: Benchmarking and Boosting Radiology Report Generation for 3D High-Resolution Medical Images 06:23: FaceGPT: Self-supervised Learning to Chat about 3D Human

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00:37:02

Ep. 245 - Part 1 - June 11, 2024

TechcraftingAI Computer Vision ·

2024/06/13

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 04:24: Neural Visibility Field for Uncertainty-Driven Active Mapping 05:21: Triple-domain Feature Learning with Frequency-aware Memory Enhancement for Moving Infrared Small Target Detection 06:55: Stepwise

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00:42:34

Ep. 244 - Part 1 - June 10, 2024

TechcraftingAI Computer Vision ·

2024/06/11

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: Vript: A Video Is Worth Thousands of Words 05:38: FRAG: Frequency Adapting Group for Diffusion Video Editing 06:50: Synthesizing Efficient Data with Diffusion Models for Person Re-Identification

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00:42:07

Ep. 244 - Part 2 - June 10, 2024

TechcraftingAI Computer Vision ·

2024/06/11

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 04:15: A Guide to Stochastic Optimisation for Large-Scale Inverse Problems 05:37: Cascading Unknown Detection with Known Classification for Open Set Recognition 06:42: Latent Directions: A Simple Pathway

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00:35:37

Ep. 243 - Part 2 - June 9, 2024

TechcraftingAI Computer Vision ·

2024/06/11

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 Convolutional Network for Multi-Tissue Breast Cancer Image Segmentation 07:43: BOSC: A toolbox for aerial imagery mapping 08:27: Mamba YOLO: SSMs-Based YOLO For Object Detection 10:12: Solution for CVPR 2024

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00:37:53

Ep. 243 - Part 1 - June 9, 2024

TechcraftingAI Computer Vision ·

2024/06/11

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 through Geometry and Texture Refinement 04:51: Visual Prompt Tuning in Null Space for Continual Learning 06:20: SRC-Net: Bi-Temporal Spatial Relationship Concerned Network for Change Detection 08:00:

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00:36:36

Ep. 242 - June 8, 2024

TechcraftingAI Computer Vision ·

2024/06/11

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) Challenge in Video Panoptic Segmentation and Best Long Video Consistency of Video Semantic Segmentation 03:01: Metric Convolutions: A Unifying Theory to Adaptive Convolutions 04:13: Layered Image

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00:44:16

Ep. 241 - Part 2 - June 7, 2024

TechcraftingAI Computer Vision ·

2024/06/10

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: Real-time Deepfake Detection using Binary Neural Networks 06:03: Leveraging Activations for Superpixel Explanations 07:02: Joint Spatial-Temporal Modeling and Contrastive Learning for Self-supervised Heart

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00:47:51

Ep. 241 - Part 1 - June 7, 2024

TechcraftingAI Computer Vision ·

2024/06/10

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 04:47: UCDNet: Multi-UAV Collaborative 3D Object Detection Network by Reliable Feature Mapping 06:14: SMART: Scene-motion-aware human action recognition framework for mental disorder group 08:12: LocLLM:

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00:52:52

Ep. 240 - Part 2 - June 6, 2024

TechcraftingAI Computer Vision ·

2024/06/07

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 Implicit Neural Representation for Multimodal Visual Signals 06:01: Localized Gaussian Point Management 07:59: A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation 09:25: GeoGen:

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00:49:14

Ep. 240 - Part 1 - June 6, 2024

TechcraftingAI Computer Vision ·

2024/06/07

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: Amortized Equation Discovery in Hybrid Dynamical Systems 05:57: Monocular Localization with Semantics Map for Autonomous Vehicles 07:22: From operculum and body tail movements to different coupling of

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00:35:44

Ep. 239 - Part 3 - June 5, 2024

TechcraftingAI Computer Vision ·

2024/06/06

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 Rectified Flow as Plug-and-Play Priors 04:25: L-PR: Exploiting LiDAR Fiducial Marker for Unordered Low Overlap Multiview Point Cloud Registration 06:17: Learning Visual Prompts for Guiding the Attention of Vision

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00:35:39

Ep. 239 - Part 2 - June 5, 2024

TechcraftingAI Computer Vision ·

2024/06/06

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: EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos 06:09: EpidermaQuant: Unsupervised detection and quantification of epidermal differentiation markers on

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