Episode notes
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 on chest computed tomography: a cross-over reader study 08:50: Universal Scale Laws for Colors…
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TechcraftingAI Computer Vision
Brad Edwards · Tech & Science · English
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
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15 Jun 2024 · 52 min
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 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 Visio-Linguistic Compositionality and Recognition 11:03: Sagiri: Low Dynamic Range Image Enhancement with…
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15 Jun 2024 · 53 min
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 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 Reversible Decoder Pushes the Limit of Image Deblurring 08:43: EMMA: Your Text-to-Image Diffusion Model…
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15 Jun 2024 · 48 min
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: 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 features on Florida's public roadways 09:08: Improving Adversarial Robustness via Feature…
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13 Jun 2024 · 44 min
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 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 Unshut: Unsupervised Mistake Detection in Egocentric Video by Detecting Unpredictable Gaze 08:02:…
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13 Jun 2024 · 46 min
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 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 Architecture Search 07:00: Small Scale Data-Free Knowledge Distillation 08:48: KernelWarehouse: Rethinking…
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13 Jun 2024 · 38 min
Ep. 245 - Part 3 - June 11, 2024
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13 Jun 2024 · 37 min
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 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 Faces 07:52: RecMoDiffuse: Recurrent Flow Diffusion for Human Motion Generation 09:15: VoxNeuS: Enhancing…
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13 Jun 2024 · 37 min
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 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 Regression and Pre-trained Edge for Robust Stereo Matching 08:38: Evolving from Single-modal to…
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11 Jun 2024 · 43 min
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: 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 Pre-Training 08:38: Robust Latent Representation Tuning for Image-text Classification 09:46: Generalizable…
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