Learning Counterfactually Invariant Predictors Jul 20, 2022 counterfactual Object Recognition
Code Code Available Contributions of Shape, Texture, and Color in Visual Recognition Jul 19, 2022 Attribute General Classification
Code Code Available Learning Iterative Reasoning through Energy Minimization Jun 30, 2022 image-classification Image Classification
Code Code Available Adapting Self-Supervised Vision Transformers by Probing Attention-Conditioned Masking Consistency Jun 16, 2022 Domain Adaptation Object Recognition
Code Code Available Sparse Mixture-of-Experts are Domain Generalizable Learners Jun 8, 2022 Domain Generalization Mixture-of-Experts
Code Code Available ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation May 29, 2022 Domain Adaptation Object Recognition
Code Code Available Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification Apr 9, 2022 Classification domain classification
Code Code Available Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition Mar 23, 2022 Event-based vision Object Recognition
Code Code Available DetMatch: Two Teachers are Better Than One for Joint 2D and 3D Semi-Supervised Object Detection Mar 17, 2022 object-detection Object Detection
Code Code Available Debiased Self-Training for Semi-Supervised Learning Feb 15, 2022 Object Recognition Scene Classification
Code Code Available SafePicking: Learning Safe Object Extraction via Object-Level Mapping Feb 11, 2022 Motion Planning Object
Code Code Available Rethinking the Two-Stage Framework for Grounded Situation Recognition Dec 10, 2021 Grounded Situation Recognition Object Recognition
Code Code Available Implicit Feature Refinement for Instance Segmentation Dec 9, 2021 Instance Segmentation Object Recognition
Code Code Available PartImageNet: A Large, High-Quality Dataset of Parts Dec 2, 2021 Activity Recognition Few-Shot Learning
Code Code Available N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras Dec 2, 2021 Classification Object
Code Code Available Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex Dec 1, 2021 Benchmarking Object Recognition
Code Code Available The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization Dec 1, 2021 Autonomous Driving Domain Adaptation
Code Code Available TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNs Nov 26, 2021 feature selection Image Classification
Code Code Available EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Nov 24, 2021 Event-based Object Segmentation Knowledge Distillation
Code Code Available IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning Oct 25, 2021 Arithmetic Reasoning Mathematical Question Answering
Code Code Available Explainability-Aware One Point Attack for Point Cloud Neural Networks Oct 8, 2021 3D Object Recognition Adversarial Robustness
Code Code Available Voxel Transformer for 3D Object Detection Sep 6, 2021 3D Object Detection Computational Efficiency
Code Code Available Patchwork: Concentric Zone-based Region-wise Ground Segmentation with Ground Likelihood Estimation Using a 3D LiDAR Sensor Aug 12, 2021 Object Recognition Segmentation
Code Code Available On the Challenges of Open World Recognitionunder Shifting Visual Domains Jul 9, 2021 Domain Generalization Object Recognition
Code Code Available Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Jul 6, 2021 Active Learning Object Recognition
Code Code Available Hebbian learning with gradients: Hebbian convolutional neural networks with modern deep learning frameworks Jul 4, 2021 Deep Learning Object Recognition
Code Code Available Wasserstein Barycenter for Multi-Source Domain Adaptation Jun 19, 2021 Domain Adaptation Face Recognition
Code Code Available Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available Self-Supervised Learning with Kernel Dependence Maximization Jun 15, 2021 Depth Estimation Linear evaluation
Code Code Available Partial success in closing the gap between human and machine vision Jun 14, 2021 Image Classification Object Recognition
Code Code Available Person Re-Identification with a Locally Aware Transformer Jun 7, 2021 Object Recognition Person Re-Identification
Code Code Available Convolutional Neural Networks with Gated Recurrent Connections Jun 5, 2021 object-detection Object Detection
Code Code Available DOCTOR: A Simple Method for Detecting Misclassification Errors Jun 4, 2021 Object Recognition Sentiment Analysis
Code Code Available Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification May 20, 2021 Face Recognition Graph Neural Network
Code Code Available Are Convolutional Neural Networks or Transformers more like human vision? May 15, 2021 BIG-bench Machine Learning Object Recognition
Code Code Available This Looks Like That... Does it? Shortcomings of Latent Space Prototype Interpretability in Deep Networks May 5, 2021 Explainable artificial intelligence Image Classification
Code Code Available RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition Apr 24, 2021 Image Captioning Object Recognition
Code Code Available ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition Apr 8, 2021 Few-Shot Image Classification Few-Shot Learning
Code Code Available F-SIOL-310: A Robotic Dataset and Benchmark for Few-Shot Incremental Object Learning Mar 23, 2021 Incremental Learning Object
Code Code Available A Study of Face Obfuscation in ImageNet Mar 10, 2021 Attribute Object
Code Code Available PatchNet -- Short-range Template Matching for Efficient Video Processing Mar 10, 2021 Object object-detection
Code Code Available FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Mar 9, 2021 Deep Learning Object
Code Code Available Contemplating real-world object classification Mar 8, 2021 Classification Data Augmentation
Code Code Available Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available Sill-Net: Feature Augmentation with Separated Illumination Representation Feb 6, 2021 Few-Shot Image Classification Image Classification
Code Code Available Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias Jan 18, 2021 Object Object Recognition
Code Code Available Self-Supervised Pretraining of 3D Features on any Point-Cloud Jan 7, 2021 Object object-detection
Code Code Available Adaptive Threshold for Online Object Recognition and Re-identification Tasks Dec 28, 2020 Classification Face Recognition
Code Code Available Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer Dec 14, 2020 Classification Domain Adaptation
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