| Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization | Jun 23, 2020 | Imitation Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond | Apr 30, 2020 | Image RegistrationImage Segmentation | CodeCode Available | 1 | 5 |
| Instant Visual Odometry Initialization for Mobile AR | Jul 30, 2021 | Monocular Visual OdometryPose Estimation | CodeCode Available | 1 | 5 |
| Semantic Grouping Network for Video Captioning | Feb 1, 2021 | Video Captioning | CodeCode Available | 1 | 5 |
| Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data | Dec 6, 2021 | Fine-Grained Image Classification | CodeCode Available | 1 | 5 |
| Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness | Jun 17, 2020 | Uncertainty Quantification | CodeCode Available | 1 | 5 |
| Differentiable Satisfiability and Differentiable Answer Set Programming for Sampling-Based Multi-Model Optimization | Dec 31, 2018 | Model Optimization | CodeCode Available | 1 | 5 |
| A Framework for Inference Inspired by Human Memory Mechanisms | Oct 1, 2023 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Stronger NAS with Weaker Predictors | Feb 21, 2021 | Neural Architecture Search | CodeCode Available | 1 | 5 |
| Rethinking Resolution in the Context of Efficient Video Recognition | Sep 26, 2022 | Knowledge DistillationVideo Recognition | CodeCode Available | 1 | 5 |
| Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation | Jan 4, 2024 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 | 5 |
| Towards Real-World Focus Stacking with Deep Learning | Nov 29, 2023 | Deep LearningMulti Focus Image Fusion | CodeCode Available | 1 | 5 |
| Denoised Smoothing: A Provable Defense for Pretrained Classifiers | Mar 4, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
| Defending against Backdoors in Federated Learning with Robust Learning Rate | Jul 7, 2020 | Backdoor AttackFederated Learning | CodeCode Available | 1 | 5 |
| Improving the filtering of Branch-And-Bound MDD solver (extended) | Apr 24, 2021 | | CodeCode Available | 1 | 5 |
| FastAudio: A Learnable Audio Front-End for Spoof Speech Detection | Sep 6, 2021 | Speaker IdentificationSpeaker Verification | CodeCode Available | 1 | 5 |
| GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer | Aug 28, 2021 | Activity RecognitionGroup Activity Recognition | CodeCode Available | 1 | 5 |
| Bayesian Quadrature on Riemannian Data Manifolds | Feb 12, 2021 | | CodeCode Available | 1 | 5 |
| A PCA-like Autoencoder | Apr 2, 2019 | | CodeCode Available | 1 | 5 |
| SpellGCN: Incorporating Phonological and Visual Similarities into Language Models for Chinese Spelling Check | Apr 26, 2020 | | CodeCode Available | 1 | 5 |
| A Divide-and-Conquer Approach to the Summarization of Long Documents | Apr 13, 2020 | ArticlesDocument Summarization | CodeCode Available | 1 | 5 |
| Unsupervised Statistical Machine Translation | Sep 4, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| YOLO3D: End-to-end real-time 3D Oriented Object Bounding Box Detection from LiDAR Point Cloud | Aug 7, 2018 | 3D Point Cloud ReconstructionGPU | CodeCode Available | 1 | 5 |
| VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena | Dec 14, 2021 | image-sentence alignmentvalid | CodeCode Available | 1 | 5 |
| SemanticAdv: Generating Adversarial Examples via Attribute-conditioned Image Editing | Aug 1, 2020 | Adversarial AttackAttribute | CodeCode Available | 1 | 5 |
| ShiftAddNet: A Hardware-Inspired Deep Network | Oct 24, 2020 | Quantization | CodeCode Available | 1 | 5 |
| Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution | Aug 11, 2021 | Image Super-ResolutionSuper-Resolution | CodeCode Available | 1 | 5 |
| OODformer: Out-Of-Distribution Detection Transformer | Jul 19, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 | 5 |
| NLRG at SemEval-2021 Task 5: Toxic Spans Detection Leveraging BERT-based Token Classification and Span Prediction Techniques | Feb 24, 2021 | NERtoken-classification | CodeCode Available | 1 | 5 |
| Progressive One-shot Human Parsing | Dec 22, 2020 | Human ParsingMetric Learning | CodeCode Available | 1 | 5 |
| FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation | Mar 31, 2021 | Hard AttentionImage Segmentation | CodeCode Available | 1 | 5 |
| Intelligence and Learning in O-RAN for Data-driven NextG Cellular Networks | Dec 2, 2020 | Deep Reinforcement LearningScheduling | CodeCode Available | 1 | 5 |
| Posterior Meta-Replay for Continual Learning | Mar 1, 2021 | Continual Learning | CodeCode Available | 1 | 5 |
| Factorizing Perception and Policy for Interactive Instruction Following | Dec 6, 2020 | Instruction FollowingNavigate | CodeCode Available | 1 | 5 |
| WILDCHAT-50M: A Deep Dive Into the Role of Synthetic Data in Post-Training | Jan 30, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| reval: a Python package to determine best clustering solutions with stability-based relative clustering validation | Aug 27, 2020 | Clustering | CodeCode Available | 1 | 5 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 | 5 |
| COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning | Sep 28, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 | 5 |
| Horizontal-to-Vertical Video Conversion | Jan 11, 2021 | Boundary DetectionMulti-Object Tracking | CodeCode Available | 1 | 5 |
| Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space | Apr 5, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| COVID-CT-Dataset: A CT Scan Dataset about COVID-19 | Mar 30, 2020 | Computed Tomography (CT)COVID-19 Diagnosis | CodeCode Available | 1 | 5 |
| ReCOVery: A Multimodal Repository for COVID-19 News Credibility Research | Jun 9, 2020 | Articles | CodeCode Available | 1 | 5 |
| Delving into Out-of-Distribution Detection with Vision-Language Representations | Nov 24, 2022 | Out-of-Distribution Detection | CodeCode Available | 1 | 5 |
| FINN.no Slates Dataset: A new Sequential Dataset Logging Interactions, allViewed Items and Click Responses/No-Click for Recommender Systems Research | Nov 5, 2021 | ArticlesRecommendation Systems | CodeCode Available | 1 | 5 |
| Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection | Oct 6, 2021 | Anomaly DetectionDefect Detection | CodeCode Available | 1 | 5 |
| Econometric Inference for High Dimensional Predictive Regressions | Sep 16, 2024 | regression | CodeCode Available | 1 | 5 |
| Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object Detection | Mar 8, 2021 | Few-Shot Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| KVT: k-NN Attention for Boosting Vision Transformers | May 28, 2021 | | CodeCode Available | 1 | 5 |
| Large Language Models as Evolutionary Optimizers | Oct 29, 2023 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Synergizing LLMs with Global Label Propagation for Multimodal Fake News Detection | May 31, 2025 | Fake News Detection | CodeCode Available | 1 | 5 |
