Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models Mar 26, 2020 Diversity Image Captioning
Code Code Available Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Apr 5, 2020 Object object-detection
Code Code Available Equalization Loss for Long-Tailed Object Recognition Mar 11, 2020 Long-tail Learning Object
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 EventRPG: Event Data Augmentation with Relevance Propagation Guidance Mar 14, 2024 Action Recognition Data Augmentation
Code Code Available Evolving Deep Neural Networks Mar 1, 2017 Deep Learning Image Captioning
Code Code Available Expanding Event Modality Applications through a Robust CLIP-Based Encoder Dec 4, 2024 Few-Shot Learning Object Recognition
Code Code Available Explainability-Aware One Point Attack for Point Cloud Neural Networks Oct 8, 2021 3D Object Recognition Adversarial Robustness
Code Code Available Compact Generalized Non-local Network Oct 31, 2018 Object Detection Object Recognition
Code Code Available Forest R-CNN: Large-Vocabulary Long-Tailed Object Detection and Instance Segmentation Aug 13, 2020 Classification Few-Shot Object Detection
Code Code Available FSD: Fast Self-Supervised Single RGB-D to Categorical 3D Objects Oct 19, 2023 3D Object Recognition 6D Pose Estimation
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 Generalizable Data-free Objective for Crafting Universal Adversarial Perturbations Jan 24, 2018 Adversarial Attack Depth Estimation
Code Code Available Learning what and where to attend May 22, 2018 Diagnostic Image Categorization
Code Code Available Comics Datasets Framework: Mix of Comics datasets for detection benchmarking Jul 3, 2024 Benchmarking Object
Code Code Available Comprehensive Multi-Modal Prototypes are Simple and Effective Classifiers for Vast-Vocabulary Object Detection Dec 23, 2024 object-detection Object Detection
Code Code Available CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available Implicit Feature Refinement for Instance Segmentation Dec 9, 2021 Instance Segmentation Object Recognition
Code Code Available Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models Feb 22, 2024 Object Recognition Retrieval
Code Code Available Computing the Testing Error without a Testing Set May 1, 2020 Object Recognition Semantic Segmentation
Code Code Available Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like? Jan 2, 2020 Object Recognition
Code Code Available Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification Apr 9, 2022 Classification domain classification
Code Code Available Learning Counterfactually Invariant Predictors Jul 20, 2022 counterfactual Object Recognition
Code Code Available Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Nov 28, 2022 Novel View Synthesis Object
Code Code Available Billion-scale semi-supervised learning for image classification May 2, 2019 Classification General Classification
Code Code Available Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery May 10, 2023 Contrastive Learning image-classification
Code Code Available BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video Sep 25, 2022 Long-tail Video Object Segmentation Multi-Object Tracking
Code Code Available Attribution in Scale and Space Apr 3, 2020 Attribute Object Recognition
Code Code Available A Study of Face Obfuscation in ImageNet Mar 10, 2021 Attribute Object
Code Code Available LMC: Large Model Collaboration with Cross-assessment for Training-Free Open-Set Object Recognition Sep 22, 2023 Object Object Recognition
Code Code Available Bilateral Event Mining and Complementary for Event Stream Super-Resolution May 16, 2024 Object Recognition Super-Resolution
Code Code Available Category-Prompt Refined Feature Learning for Long-Tailed Multi-Label Image Classification Aug 15, 2024 image-classification Image Classification
Code Code Available Microsoft COCO: Common Objects in Context May 1, 2014 Instance Segmentation Object
Code Code Available MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding Mar 5, 2024 3D visual grounding Decision Making
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 Hebbian learning with gradients: Hebbian convolutional neural networks with modern deep learning frameworks Jul 4, 2021 Deep Learning Object Recognition
Code Code Available Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Oct 15, 2020 Language Modeling Language Modelling
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 Computing the Testing Error Without a Testing Set Jun 1, 2020 Object Recognition Semantic Segmentation
Code Code Available Offline Meta-Reinforcement Learning with Advantage Weighting Aug 13, 2020 Machine Translation Meta-Learning
Code Code Available When and how CNNs generalize to out-of-distribution category-viewpoint combinations Jul 15, 2020 Diversity Object Recognition
Code Code Available On the Challenges of Open World Recognitionunder Shifting Visual Domains Jul 9, 2021 Domain Generalization 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 Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Jun 18, 2020 image-classification Image Classification
Code Code Available Deep Subdomain Adaptation Network for Image Classification Jun 17, 2021 Classification Domain Adaptation
Code Code Available Part-guided Relational Transformers for Fine-grained Visual Recognition Dec 28, 2022 Fine-Grained Image Classification Fine-Grained Visual Recognition
Code Code Available 3D ShapeNets: A Deep Representation for Volumetric Shapes Jun 22, 2014 3D Point Cloud Classification 3D Shape Representation
Code Code Available FAIR1M: A Benchmark Dataset for Fine-grained Object Recognition in High-Resolution Remote Sensing Imagery Mar 9, 2021 Deep Learning Object
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