Computer Vision

LookHere: Vision Transformers with Directed Attention Generalize and Extrapolate NeurIPS 2024 Losing Visual Needles in Image Haystacks: Vision Language Models are Easily Distracted in Short and Long Contexts EMNLP 2024 Low-Resource Vision Challenges for Foundation Models CVPR 2024 L-TTA: Lightweight Test-Time Adaptation Using a Versatile Stem Layer NeurIPS 2024 MaGGIe: Masked Guided Gradual Human Instance Matting CVPR 2024 Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024 Making Vision Transformers Truly Shift-Equivariant CVPR 2024 MambaTree: Tree Topology is All You Need in State Space Model NeurIPS 2024 MANUS: Markerless Grasp Capture using Articulated 3D Gaussians CVPR 2024 Masked Spatial Propagation Network for Sparsity-Adaptive Depth Refinement CVPR 2024 Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences CVPR 2024 Mean-Shift Feature Transformer CVPR 2024 Measuring Dejavu Memorization Efficiently NeurIPS 2024 Measuring Per-Unit Interpretability at Scale Without Humans NeurIPS 2024 MESA: Matching Everything by Segmenting Anything CVPR 2024 MineObserver 2.0: A Deep Learning & In-Game Framework for Assessing Natural Language Descriptions of Minecraft Imagery AAAI 2024 MirageRoom: 3D Scene Segmentation with 2D Pre-trained Models by Mirage Projection CVPR 2024 Mitigating Open-Vocabulary Caption Hallucinations EMNLP 2024 MmCows: A Multimodal Dataset for Dairy Cattle Monitoring NeurIPS 2024 MoCha-Stereo: Motif Channel Attention Network for Stereo Matching CVPR 2024 Modality-Aware Representation Learning for Zero-Shot Sketch-Based Image Retrieval WACV 2024 Modeling Collaborator: Enabling Subjective Vision Classification With Minimal Human Effort via LLM Tool-Use CVPR 2024 Monocular Identity-Conditioned Facial Reflectance Reconstruction CVPR 2024 MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer NeurIPS 2024 MSCC: Multi-Scale Transformers for Camera Calibration WACV 2024