Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors Apr 5, 2020 Object object-detection
Code Code Available Enriching ImageNet with Human Similarity Judgments and Psychological Embeddings Nov 22, 2020 Bayesian Inference Object Recognition
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 Event-based Asynchronous Sparse Convolutional Networks Mar 20, 2020 object-detection Object Detection
Code Code Available Evolving Deep Neural Networks Mar 1, 2017 Deep Learning Image Captioning
Code Code Available Ev-TTA: Test-Time Adaptation for Event-Based Object Recognition Mar 23, 2022 Event-based vision 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 Explainable GeoAI: Can saliency maps help interpret artificial intelligence's learning process? An empirical study on natural feature detection Mar 16, 2023 Deep Learning Object Recognition
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 Compact Generalized Non-local Network Oct 31, 2018 Object Detection Object Recognition
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 Computing the Testing Error without a Testing Set May 1, 2020 Object Recognition Semantic Segmentation
Code Code Available CLoVe: Encoding Compositional Language in Contrastive Vision-Language Models Feb 22, 2024 Object Recognition Retrieval
Code Code Available CLIP-guided Federated Learning on Heterogeneous and Long-Tailed Data Dec 14, 2023 Contrastive Learning Federated Learning
Code Code Available Comics Datasets Framework: Mix of Comics datasets for detection benchmarking Jul 3, 2024 Benchmarking Object
Code Code Available Comparison of semi-supervised deep learning algorithms for audio classification Feb 16, 2021 Audio Classification Audio Tagging
Code Code Available Improving neural networks by preventing co-adaptation of feature detectors Jul 3, 2012 Image Classification Object Recognition
Code Code Available Computing the Testing Error Without a Testing Set Jun 1, 2020 Object Recognition Semantic Segmentation
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 Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification Apr 9, 2022 Classification domain classification
Code Code Available Label-Free Event-based Object Recognition via Joint Learning with Image Reconstruction from Events Aug 18, 2023 Image Reconstruction Object
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 Learning Efficient Coding of Natural Images with Maximum Manifold Capacity Representations Mar 6, 2023 Contrastive Learning Object Recognition
Code Code Available Learning Semi-supervised Gaussian Mixture Models for Generalized Category Discovery May 10, 2023 Contrastive Learning image-classification
Code Code Available Brain-Score: Which Artificial Neural Network for Object Recognition is most Brain-Like? Jan 2, 2020 Object Recognition
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 Bilateral Event Mining and Complementary for Event Stream Super-Resolution May 16, 2024 Object Recognition Super-Resolution
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 Attribution in Scale and Space Apr 3, 2020 Attribute Object Recognition
Code Code Available Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends Oct 16, 2023 Object Recognition
Code Code Available Billion-scale semi-supervised learning for image classification May 2, 2019 Classification General Classification
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 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 Causal Transportability for Visual Recognition Apr 26, 2022 image-classification Image Classification
Code Code Available Multiple Instance Detection Network with Online Instance Classifier Refinement Apr 1, 2017 Multiple Instance Learning 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 N-ImageNet: Towards Robust, Fine-Grained Object Recognition with Event Cameras Dec 2, 2021 Classification Object
Code Code Available Contemplating real-world object classification Mar 8, 2021 Classification Data Augmentation
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 Densely Connected Convolutional Networks Aug 25, 2016 Breast Tumour Classification Classification
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 Rehearsal-Free Continual Learning over Small Non-I.I.D. Batches Jul 8, 2019 class-incremental learning Class Incremental Learning
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