AI & Machine Learning · Computer Science & AI
Computer Vision
The newest papers in Computer Vision that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
The newest 5,000 papers, from 29 September 2026 to 5 November 2026: 4,999 arXiv preprints and 1 OpenAlex record.
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Newest papers, page 21
Relevance Propagation as Entropic Optimal Transport on Filippov Neural Networks: Sinkhorn Propagation and Region Relevance in Image Classifiers
Relevance propagation, which redistributes a network's prediction backward through the layers, is usually treated as a heuristic.CAPTOR: text-encoder-free grounding by counting caption co-occurrence over the visual words of a frozen encoder
Grounding a text query in an image needs a matrix scoring every term against every patch.When can multi-fragment 2D/3D registration be trusted? Calibrated certification and uncertainty-driven view planning for pelvic fracture fluoroscopy
Registering a segmented CT to fluoroscopy can locate every fracture fragment but can guide surgery only when trusted.Spatio-Temporal Multi-Order Interaction for Video Recognition
Many temporal approaches for video recognition rely on explicit cross-channel aggregation projections, which have quadratic complexity in the number of channels, introducing significant…ARIDA - Active railway infrastructure dataset annotation using neural network predictions
Modern railway perception requires large comprehensive image datasets, but creating them is slowed by manual labeling, especially for track polylines and other complex infrastructure geometry.NitroFusion2: Bringing Adversarial Loss to the Text Stream of Multimodal Diffusion Transformers
Adversarial diffusion distillation has conventionally relied on image features for discrimination.Toward an Optimal Configuration for Tree Species Classification from Bark Images: A Leakage-Safe Ablation Study
The automatic identification of tree species from bark photographs is of practical interest for forestry inventory and the wood-processing industry, yet the design choices that govern the accuracy…TRUST-Stereo: Teacher-Assisted Robust Uncertainty-Guided Search and Transfer for Fast Stereo Matching
Coarse-to-fine stereo matching enables efficient disparity estimation but remains sensitive to errors in propagated disparity, which may place ground-truth correspondences outside subsequent local…Anchored Slice Propagation with Boundary Transport for 3D CT Segmentation from Three Orthogonal Annotated Slices
Sli2Vol propagates a binary mask through affinities between adjacent slices, but an error can persist because each prediction becomes the input to the next step.GeoDIVE: Geospatial Descent Informed by Value Estimation
Finding specific objects, structures, and spatial patterns supports critical work in agriculture, infrastructure planning, environmental monitoring, and disaster response.Mitigating Spurious Invariance in Contrastive Learning: A Probabilistic Self-Supervised Learning Framework for Medical Image Analysis
Owing to the prohibitive cost of manual annotation for enormous medical images, self-supervised learning (SSL) has gained substantial attention and shown promise in various medical imaging tasks.C-WFDM: A ControlNet-Guided Wavelet-Fusion Diffusion Model for Multimodal Brain MRI Completion
Multimodal brain MRI provides complementary anatomical, tissue, and pathological information to support downstream artificial intelligence (AI) applications.OdorSpaces: Visual-Olfactory Embodied Navigation in 3D Environments
Olfaction provides critical information about airborne chemical cues, yet it remains largely underexplored in embodied AI, with limited prior machine olfaction work focusing primarily on semantic…Learning Hierarchical Patch Splitting Policies for Faster Vision Transformers
Vision Transformers (ViTs) are bottlenecked by the length of their input token sequence.Decompose the Distillation: Interpretable Single-Pass Guidance for Diffusion Models
Classifier-Free Guidance is a widely used inference-time guidance rule for conditional image generation with diffusion models, which exposes a guidance scale that adjusts conditioning strength after…The DynaCell Evaluation Suite for Dynamic 3D Virtual Staining of Live Cells
Understanding how cells respond to perturbations over time is central to cell biology and drug discovery.Findings-aware Language-Image Pretraining for CT Volume Interpretation
Computed tomography (CT) provides diverse patient information and various clinical tasks, for which numerous deep learning models have been investigated.AgiWorld: An Agentic Video World Model for Building Persistent Worlds
Recent interactive video world models generate visually compelling videos from a single image, following user-provided camera motion and text prompts.Exploiting Textual Semantics for Robust Cross-View Object Correspondence
Cross-view object correspondence (CVOC) aims to establish associations of the same target between query and search videos captured from different viewpoints.GEAR: Generative Editing for Scene-Conditioned Outfit Retrieval for VR Travel
In virtual environments, choosing appropriate outfits requires contextual harmony with surrounding scenes, yet bridging the visual gap between 3D ambient views and catalog garment assets remains…