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Ep. 236 - June 2, 2024 episode artwork

Jun 4, 2024 1 hr 15 min

Ep. 236 - June 2, 2024

from TechcraftingAI Computer Vision Hosted by Brad Edwards

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 for UHD Image Restoration 06:06: MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging 07:23: Diff-Mosaic: Augmenting Realistic Representations in Infrared Small Target Detection via Diffusion Prior 09:19: T2LM: Long-Term 3D Human Motion Generation from Multiple Sentences 11:00: Representing Animatable Avatar via Factorized Neural Fields 12:24: An Information Compensation Framework for Zero-Shot Skeleton-based Action Recognition 14:01: Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance 15:18: SimSAM: Zero-shot Medical Image Segmentation via Simulated Interaction 16:57: Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation 18:16: Task-oriented Embedding Counts: Heuristic Clustering-driven Feature Fine-tuning for Whole Slide Image Classification 19:49: W-Net: A Facial Feature-Guided Face Super-Resolution Network 21:25: Exploiting Frequency Correlation for Hyperspectral Image Reconstruction 22:46: Deciphering Oracle Bone Language with Diffusion Models 24:07: Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training 25:29: Lay-A-Scene: Personalized 3D Object Arrangement Using Text-to-Image Priors 26:35: Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification 27:54: Towards General Robustness Verification of MaxPool-based Convolutional Neural Networks via Tightening Linear Approximation 29:22: An Optimized Toolbox for Advanced Image Processing with Tsetlin Machine Composites 30:47: A Survey of Deep Learning Based Radar and Vision Fusion for 3D Object Detection in Autonomous Driving 32:07: Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks 33:48: CCF: Cross Correcting Framework for Pedestrian Trajectory Prediction 35:38: Freeplane: Unlocking Free Lunch in Triplane-Based Sparse-View Reconstruction Models 37:09: Once-for-All: Controllable Generative Image Compression with Dynamic Granularity Adaption 38:53: Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models 40:42: Diffusion Features to Bridge Domain Gap for Semantic Segmentation 42:26: AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark 43:46: Towards Point Cloud Compression for Machine Perception: A Simple and Strong Baseline by Learning the Octree Depth Level Predictor 45:19: PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency 46:36: EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing 48:07: Stealing Image-to-Image Translation Models With a Single Query 49:21: Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection 51:08: Eating Smart: Advancing Health Informatics with the Grounding DINO based Dietary Assistant App 52:21: DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection 53:40: Streaming quanta sensors for online, high-performance imaging and vision 55:14: OLIVE: Object Level In-Context Visual Embeddings 56:31: Visual place recognition for aerial imagery: A survey 57:54: Global High Categorical Resolution Land Cover Mapping via Weak Supervision 59:49: DDA: Dimensionality Driven Augmentation Search

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Ep. 236 - June 2, 2024

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