| CLOOB: Modern Hopfield Networks with InfoLOOB Outperform CLIP | Oct 21, 2021 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 |
| SERV-CT: A disparity dataset from CT for validation of endoscopic 3D reconstruction | Dec 22, 2020 | 3D ReconstructionAnatomy | CodeCode Available | 1 |
| ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges | May 21, 2025 | Mathvalid | CodeCode Available | 1 |
| Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding | Jul 21, 2020 | DisentanglementRepresentation Learning | CodeCode Available | 1 |
| Orthogonal Over-Parameterized Training | Apr 9, 2020 | DiversityInductive Bias | CodeCode Available | 1 |
| DreamerPro: Reconstruction-Free Model-Based Reinforcement Learning with Prototypical Representations | Oct 27, 2021 | Model-based Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Fuzzy clustering for the within-season estimation of cotton phenology | Nov 25, 2022 | ClusteringEarth Observation | CodeCode Available | 1 |
| Robust, Occlusion-aware Pose Estimation for Objects Grasped by Adaptive Hands | Mar 7, 2020 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| KFNet: Learning Temporal Camera Relocalization using Kalman Filtering | Mar 24, 2020 | Camera Relocalization | CodeCode Available | 1 |
| ClimART: A Benchmark Dataset for Emulating Atmospheric Radiative Transfer in Weather and Climate Models | Nov 29, 2021 | BenchmarkingPhysical Simulations | CodeCode Available | 1 |
| Fault Location in Power Distribution Systems via Deep Graph Convolutional Networks | Dec 22, 2018 | Data AugmentationData Visualization | CodeCode Available | 1 |
| FourierNet: Compact mask representation for instance segmentation using differentiable shape decoders | Feb 7, 2020 | DecoderInstance Segmentation | CodeCode Available | 1 |
| Predicting the Binding of SARS-CoV-2 Peptides to the Major Histocompatibility Complex with Recurrent Neural Networks | Apr 16, 2021 | | CodeCode Available | 1 |
| It's All About Your Sketch: Democratising Sketch Control in Diffusion Models | Mar 12, 2024 | AllImage Retrieval | CodeCode Available | 1 |
| DOSE: Diffusion Dropout with Adaptive Prior for Speech Enhancement | Sep 21, 2023 | | CodeCode Available | 1 |
| Bidirectional Model-based Policy Optimization | Jul 4, 2020 | Decision Makingmodel | CodeCode Available | 1 |
| H3DNet: 3D Object Detection Using Hybrid Geometric Primitives | Jun 10, 2020 | 3D Object DetectionObject | CodeCode Available | 1 |
| Knowledge Base Embedding By Cooperative Knowledge Distillation | Dec 1, 2020 | Knowledge DistillationRepresentation Learning | CodeCode Available | 1 |
| Few-shot Learning with LSSVM Base Learner and Transductive Modules | Sep 12, 2020 | Few-Shot LearningMeta-Learning | CodeCode Available | 1 |
| Holistic Deep Learning | Oct 29, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 |
| Examining the Inductive Bias of Neural Language Models with Artificial Languages | Jun 2, 2021 | Inductive Bias | CodeCode Available | 1 |
| Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation | Jul 19, 2021 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 |
| Machine Unlearning of Features and Labels | Aug 26, 2021 | Machine Unlearning | CodeCode Available | 1 |
| Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior | Mar 17, 2020 | Adversarial AttackVideo Classification | CodeCode Available | 1 |
| Semi-Supervised Spoken Language Understanding via Self-Supervised Speech and Language Model Pretraining | Oct 26, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Bilateral Grid Learning for Stereo Matching Networks | Jun 19, 2021 | Robot NavigationStereo Matching | CodeCode Available | 1 |
| Modulated Periodic Activations for Generalizable Local Functional Representations | Apr 8, 2021 | | CodeCode Available | 1 |
| CoV-Spectrum: Analysis of globally shared SARS-CoV-2 data to Identify and Characterize New Variants | Jun 15, 2021 | | CodeCode Available | 1 |
| FinGAT: Financial Graph Attention Networks for Recommending Top-K Profitable Stocks | Jun 18, 2021 | Graph AttentionTime Series | CodeCode Available | 1 |
| Segmenting Transparent Objects in the Wild | Mar 31, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Algorithm-hardware Co-design for Deformable Convolution | Feb 19, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Fast, Accurate and Interpretable Time Series Classification Through Randomization | May 31, 2021 | ClassificationTime Series | CodeCode Available | 1 |
| Vision and Language Reference Prompt into SAM for Few-shot Segmentation | Feb 2, 2025 | Segmentation | CodeCode Available | 1 |
| Mapping Natural Language Instructions to Mobile UI Action Sequences | May 7, 2020 | Position | CodeCode Available | 1 |
| Efficient Waveform Covariance Matrix Design and Antenna Selection for MIMO Radar | Feb 13, 2020 | | CodeCode Available | 1 |
| Multispectral Photometric Stereo for Spatially-Varying Spectral Reflectances: A Well Posed Problem? | Jun 19, 2021 | | CodeCode Available | 1 |
| A Privacy-Preserving Distributed Architecture for Deep-Learning-as-a-Service | Mar 30, 2020 | Deep LearningPrivacy Preserving | CodeCode Available | 1 |
| Partition-A-Medical-Image: Extracting Multiple Representative Sub-regions for Few-shot Medical Image Segmentation | Sep 20, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Longformer for MS MARCO Document Re-ranking Task | Sep 20, 2020 | Document RankingInformation Retrieval | CodeCode Available | 1 |
| Brain over Brawn: Using a Stereo Camera to Detect, Track, and Intercept a Faster UAV by Reconstructing the Intruder's Trajectory | Jul 2, 2021 | Position | CodeCode Available | 1 |
| Full-resolution quality assessment for pansharpening | Aug 13, 2021 | Pansharpening | CodeCode Available | 1 |
| Rethinking Recurrent Neural Networks and Other Improvements for Image Classification | Jul 30, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Plug-and-Play Quantum Adaptive Denoiser for Deconvolving Poisson Noisy Images | Jul 1, 2021 | Image Deconvolution | CodeCode Available | 1 |
| Cross-Lingual Word Embedding Refinement by _1 Norm Optimisation | Apr 11, 2021 | Bilingual Lexicon InductionCross-Lingual Transfer | CodeCode Available | 1 |
| Simple Image-level Classification Improves Open-vocabulary Object Detection | Dec 16, 2023 | Knowledge DistillationObject | CodeCode Available | 1 |
| SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization | May 7, 2020 | Document SummarizationMulti-Document Summarization | CodeCode Available | 1 |
| Self-supervised Image Enhancement Network: Training with Low Light Images Only | Feb 26, 2020 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| DiffBlender: Scalable and Composable Multimodal Text-to-Image Diffusion Models | May 24, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Finding Sparse Structures for Domain Specific Neural Machine Translation | Dec 19, 2020 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| DirectProbe: Studying Representations without Classifiers | Apr 13, 2021 | | CodeCode Available | 1 |
