TechcraftingAI Computer Vision

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 Generative Diffusion Prior 12:32: LLAVIDAL: Benchmarking Large Language Vision Models for Daily Activities of Living 13:56: WonderWorld: Interactive 3D Scene Generation from a Single Image 15:21: Modeling Ambient Scene Dynamics for Free-view Synthesis 16:29: Too Many Frames, not all Useful:Efficient Strategies for Long-Form Video QA 17:50: Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms 19:39: Real-Time Deepfake Detection in the Real-World 21:17: OmniTokenizer: A Joint Image-Video Tokenizer for Visual Generation 23:02: Yo'LLaVA: Your Personalized Language and Vision Assistant 24:30: MMScan: A Multi-Modal 3D Scene Dataset with Hierarchical Grounded Language Annotations 26:26: Instruct 4D-to-4D: Editing 4D Scenes as Pseudo-3D Scenes Using 2D Diffusion 28:03: Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models 29:59: ConsistDreamer: 3D-Consistent 2D Diffusion for High-Fidelity Scene Editing 31:24: 4M-21: An Any-to-Any Vision Model for Tens of Tasks and Modalities 33:16: Towards Evaluating the Robustness of Visual State Space Models 34:57: Data Attribution for Text-to-Image Models by Unlearning Synthesized Images 36:09: CodedEvents: Optimal Point-Spread-Function Engineering for 3D-Tracking with Event Cameras 37:37: Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach 40:02: MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding 41:40: Explore the Limits of Omni-modal Pretraining at Scale 42:46: Interpreting the Weight Space of Customized Diffusion Models 43:58: Depth Anything V2 45:12: An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels 46:23: Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models 48:11: Rethinking Score Distillation as a Bridge Between Image Distributions 49:44: VideoGPT+: Integrating Image and Video Encoders for Enhanced Video Understanding

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 Can Secretly Accept Multi-Modal Prompts 10:23: Fine-Grained Domain Generalization with Feature Structuralization 12:03: SR-CACO-2: A Dataset for Confocal Fluorescence Microscopy Image Super-Resolution 14:13: ReMI: A Dataset for Reasoning with Multiple Images 15:41: A Large-scale Universal Evaluation Benchmark For Face Forgery Detection 17:26: Thoracic Surgery Video Analysis for Surgical Phase Recognition 18:58: Reducing Task Discrepancy of Text Encoders for Zero-Shot Composed Image Retrieval 20:40: Adaptive Slot Attention: Object Discovery with Dynamic Slot Number 22:26: CLIP-Driven Cloth-Agnostic Feature Learning for Cloth-Changing Person Re-Identification 24:22: Enhanced Object Detection: A Study on Vast Vocabulary Object Detection Track for V3Det Challenge 2024 25:21: Optimizing Visual Question Answering Models for Driving: Bridging the Gap Between Human and Machine Attention Patterns 26:30: WildlifeReID-10k: Wildlife re-identification dataset with 10k individual animals 27:44: MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction 29:28: Comparison Visual Instruction Tuning 30:51: MirrorCheck: Efficient Adversarial Defense for Vision-Language Models 32:14: Deep Transformer Network for Monocular Pose Estimation of Ship-Based UAV 33:10: Action2Sound: Ambient-Aware Generation of Action Sounds from Egocentric Videos 34:33: Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models 36:04: StableMaterials: Enhancing Diversity in Material Generation via Semi-Supervised Learning 37:30: Parameter-Efficient Active Learning for Foundational models 38:31: Toffee: Efficient Million-Scale Dataset Construction for Subject-Driven Text-to-Image Generation 40:22: Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases 42:38: Towards AI Lesion Tracking in PET/CT Imaging: A Siamese-based CNN Pipeline applied on PSMA PET/CT Scans 44:36: Memory-Efficient Sparse Pyramid Attention Networks for Whole Slide Image Analysis 46:19: Instance-level quantitative saliency in multiple sclerosis lesion segmentation 48:37: CMC-Bench: Towards a New Paradigm of Visual Signal Compression 50:05: Needle In A Video Haystack: A Scalable Synthetic Framework for Benchmarking Video MLLMs 52:05: CLIPAway: Harmonizing Focused Embeddings for Removing Objects via Diffusion Models

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 Pattern Consistency Constraint 10:52: Research on Deep Learning Model of Feature Extraction Based on Convolutional Neural Network 12:10: NeRF Director: Revisiting View Selection in Neural Volume Rendering 13:36: Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency 15:03: Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability,Reproducibility, and Practicality 16:40: COVE: Unleashing the Diffusion Feature Correspondence for Consistent Video Editing 18:16: Fusion of regional and sparse attention in Vision Transformers 19:26: Zoom and Shift are All You Need 20:17: EgoExo-Fitness: Towards Egocentric and Exocentric Full-Body Action Understanding 21:49: The Penalized Inverse Probability Measure for Conformal Classification 23:24: OpenMaterial: A Comprehensive Dataset of Complex Materials for 3D Reconstruction 24:47: Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation 26:30: Computer Vision Approaches for Automated Bee Counting Application 27:17: Dual Attribute-Spatial Relation Alignment for 3D Visual Grounding 28:16: A Label-Free and Non-Monotonic Metric for Evaluating Denoising in Event Cameras 29:43: Multiple Prior Representation Learning for Self-Supervised Monocular Depth Estimation via Hybrid Transformer 31:25: Neural NeRF Compression 32:29: Preserving Identity with Variational Score for General-purpose 3D Editing 33:50: AirPlanes: Accurate Plane Estimation via 3D-Consistent Embeddings 34:51: Adaptive Temporal Motion Guided Graph Convolution Network for Micro-expression Recognition 36:10: Enhancing Cross-Modal Fine-Tuning with Gradually Intermediate Modality Generation 37:34: AMSA-UNet: An Asymmetric Multiple Scales U-net Based on Self-attention for Deblurring 38:49: Cross-Modal Learning for Anomaly Detection in Fused Magnesium Smelting Process: Methodology and Benchmark 40:45: A PCA based Keypoint Tracking Approach to Automated Facial Expressions Encoding 42:02: Steganalysis on Digital Watermarking: Is Your Defense Truly Impervious? 43:28: FacEnhance: Facial Expression Enhancing with Recurrent DDPMs 45:11: How structured are the representations in transformer-based vision encoders? An analysis of multi-object representations in vision-language models 47:08: Suitability of KANs for Computer Vision: A preliminary investigation

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: LaneCPP: Continuous 3D Lane Detection using Physical Priors 09:23: FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation 11:10: VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks 12:46: MMWorld: Towards Multi-discipline Multi-faceted World Model Evaluation in Videos 14:39: OmniCorpus: An Unified Multimodal Corpus of 10 Billion-Level Images Interleaved with Text 16:49: AWGUNET: Attention-Aided Wavelet Guided U-Net for Nuclei Segmentation in Histopathology Images 18:15: Diffusion Soup: Model Merging for Text-to-Image Diffusion Models 19:58: Coherent Optical Modems for Full-Wavefield Lidar 21:32: Transformation-Dependent Adversarial Attacks 22:45: PixMamba: Leveraging State Space Models in a Dual-Level Architecture for Underwater Image Enhancement 24:10: GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices 25:57: ConceptHash: Interpretable Fine-Grained Hashing via Concept Discovery 27:26: Self-supervised Learning of Neural Implicit Feature Fields for Camera Pose Refinement 28:51: Real2Code: Reconstruct Articulated Objects via Code Generation 30:02: Human 3Diffusion: Realistic Avatar Creation via Explicit 3D Consistent Diffusion Models 31:42: RMem: Restricted Memory Banks Improve Video Object Segmentation 33:12: What If We Recaption Billions of Web Images with LLaMA-3? 34:42: Real3D: Scaling Up Large Reconstruction Models with Real-World Images 36:07: Enhancing End-to-End Autonomous Driving with Latent World Model 37:12: Words Worth a Thousand Pictures: Measuring and Understanding Perceptual Variability in Text-to-Image Generation 38:43: On Evaluating Adversarial Robustness of Volumetric Medical Segmentation Models 40:16: Beyond LLaVA-HD: Diving into High-Resolution Large Multimodal Models 42:15: ICE-G: Image Conditional Editing of 3D Gaussian Splats

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 and Patterns in Imagery 10:11: CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise Transformer 11:44: ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMs 13:25: Continuous fake media detection: adapting deepfake detectors to new generative techniques 15:18: Category-level Neural Field for Reconstruction of Partially Observed Objects in Indoor Environment 16:23: One-Step Effective Diffusion Network for Real-World Image Super-Resolution 18:12: 2nd Place Solution for MOSE Track in CVPR 2024 PVUW workshop: Complex Video Object Segmentation 19:22: Diffusion-Promoted HDR Video Reconstruction 21:09: Runtime Freezing: Dynamic Class Loss for Multi-Organ 3D Segmentation 21:52: A Sociotechnical Lens for Evaluating Computer Vision Models: A Case Study on Detecting and Reasoning about Gender and Emotion 23:54: DistilDoc: Knowledge Distillation for Visually-Rich Document Applications 25:28: Using Deep Convolutional Neural Networks to Detect Rendered Glitches in Video Games 26:39: OpenCOLE: Towards Reproducible Automatic Graphic Design Generation 27:23: Dataset Enhancement with Instance-Level Augmentations 28:33: Interpretable Representation Learning of Cardiac MRI via Attribute Regularization 29:33: A New Class Biorthogonal Spline Wavelet for Image Edge Detection 30:48: Outdoor Scene Extrapolation with Hierarchical Generative Cellular Automata 32:10: Vessel Re-identification and Activity Detection in Thermal Domain for Maritime Surveillance 33:32: AdaNCA: Neural Cellular Automata As Adaptors For More Robust Vision Transformer 35:09: From Chaos to Clarity: 3DGS in the Dark 36:32: LaMOT: Language-Guided Multi-Object Tracking 38:07: UDON: Universal Dynamic Online distillatioN for generic image representations 39:49: WMAdapter: Adding WaterMark Control to Latent Diffusion Models 40:48: Blind Image Deblurring using FFT-ReLU with Deep Learning Pipeline Integration 42:06: DocSynthv2: A Practical Autoregressive Modeling for Document Generation