| TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning | Nov 7, 2021 | Contrastive LearningNatural Language Understanding | CodeCode Available | 1 | 5 |
| Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music | Jul 13, 2021 | Multi-class Classification | CodeCode Available | 1 | 5 |
| Pre-train or Annotate? Domain Adaptation with a Constrained Budget | Sep 10, 2021 | Domain Adaptation | CodeCode Available | 1 | 5 |
| SCRREAM : SCan, Register, REnder And Map:A Framework for Annotating Accurate and Dense 3D Indoor Scenes with a Benchmark | Oct 30, 2024 | 6D Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem | Apr 9, 2020 | Domain AdaptationMachine Translation | CodeCode Available | 1 | 5 |
| SkillNER: Mining and Mapping Soft Skills from any Text | Jan 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 | 5 |
| Soft Contrastive Learning for Visual Localization | Dec 1, 2020 | Contrastive LearningImage Retrieval | CodeCode Available | 1 | 5 |
| AV Taris: Online Audio-Visual Speech Recognition | Dec 14, 2020 | Action DetectionActivity Detection | CodeCode Available | 1 | 5 |
| Calibrated and Partially Calibrated Semi-Generalized Homographies | Mar 11, 2021 | Image-Based Localization | CodeCode Available | 1 | 5 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 | 5 |
| Concadia: Towards Image-Based Text Generation with a Purpose | Apr 16, 2021 | Image CaptioningImage to text | CodeCode Available | 1 | 5 |
| Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance | Jun 25, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 | 5 |
| PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization | Mar 19, 2021 | DecoderImage Manipulation | CodeCode Available | 1 | 5 |
| Model-based Synthetic Data-driven Learning (MOST-DL): Application in Single-shot T2 Mapping with Severe Head Motion Using Overlapping-echo Acquisition | Jul 30, 2021 | | CodeCode Available | 1 | 5 |
| RMM: A Recursive Mental Model for Dialog Navigation | May 2, 2020 | Answer GenerationInstruction Following | CodeCode Available | 1 | 5 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 | 5 |
| KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator | Aug 17, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 | 5 |
| Single-Node Attacks for Fooling Graph Neural Networks | Nov 6, 2020 | Adversarial Attack | CodeCode Available | 1 | 5 |
| LIRA: Learnable, Imperceptible and Robust Backdoor Attacks | Jan 1, 2021 | Backdoor Attackbackdoor defense | CodeCode Available | 1 | 5 |
| Neural Variational Gradient Descent | Jul 22, 2021 | Bayesian Inferenceregression | CodeCode Available | 1 | 5 |
| What's Wrong with Deep Learning in Tree Search for Combinatorial Optimization | Jan 25, 2022 | Combinatorial OptimizationGraph Learning | CodeCode Available | 1 | 5 |
| PnP-3D: A Plug-and-Play for 3D Point Clouds | Aug 16, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference | Feb 4, 2019 | Natural Language InferenceSentence | CodeCode Available | 1 | 5 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 | 5 |
| Introducing an Explicit Symplectic Integration Scheme for Riemannian Manifold Hamiltonian Monte Carlo | Oct 14, 2019 | Bayesian Inference | CodeCode Available | 1 | 5 |
| Essay-BR: a Brazilian Corpus of Essays | May 19, 2021 | | CodeCode Available | 1 | 5 |
| Model-free Policy Learning with Reward Gradients | Mar 9, 2021 | Continuous Controlmodel | CodeCode Available | 1 | 5 |
| Fast AutoAugment | May 1, 2019 | Data AugmentationGPU | CodeCode Available | 1 | 5 |
| Star-Shaped Denoising Diffusion Probabilistic Models | Feb 10, 2023 | Denoising | CodeCode Available | 1 | 5 |
| Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations | Jun 24, 2021 | counterfactualmodel | CodeCode Available | 1 | 5 |
| Tree in Tree: from Decision Trees to Decision Graphs | Oct 1, 2021 | | CodeCode Available | 1 | 5 |
| SPAA: Stealthy Projector-based Adversarial Attacks on Deep Image Classifiers | Dec 10, 2020 | Adversarial Attack | CodeCode Available | 1 | 5 |
| GIKT: A Graph-based Interaction Model for Knowledge Tracing | Sep 13, 2020 | Knowledge Tracing | CodeCode Available | 1 | 5 |
| Temporal Knowledge Consistency for Unsupervised Visual Representation Learning | Aug 24, 2021 | Linear evaluationRepresentation Learning | CodeCode Available | 1 | 5 |
| A lightweight deep learning based cloud detection method for Sentinel-2A imagery fusing multi-scale spectral and spatial features | Apr 29, 2021 | Cloud DetectionDecoder | CodeCode Available | 1 | 5 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 | 5 |
| De novo protein design using geometric vector field networks | Oct 18, 2023 | Protein Design | CodeCode Available | 1 | 5 |
| Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims | Feb 18, 2020 | text-classificationText Classification | CodeCode Available | 1 | 5 |
| A Geometric Analysis of Deep Generative Image Models and Its Applications | Jan 1, 2021 | Image-Variation | CodeCode Available | 1 | 5 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 | 5 |
| Oriented RepPoints for Aerial Object Detection | May 24, 2021 | ObjectObject Detection | CodeCode Available | 1 | 5 |
| HLT-NUS SUBMISSION FOR 2020 NIST Conversational Telephone Speech SRE | Nov 12, 2021 | Domain AdaptationSpeaker Recognition | CodeCode Available | 1 | 5 |
| ReAgent: Point Cloud Registration using Imitation and Reinforcement Learning | Mar 28, 2021 | Imitation LearningPoint Cloud Registration | CodeCode Available | 1 | 5 |
| Adversarial Robustness on In- and Out-Distribution Improves Explainability | Mar 20, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 1 | 5 |
| Efficient Non-Local Contrastive Attention for Image Super-Resolution | Jan 11, 2022 | Contrastive LearningFeature Correlation | CodeCode Available | 1 | 5 |
| A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss | Jun 2, 2020 | DecoderGeneral Classification | CodeCode Available | 1 | 5 |
| Adaptive Transformers in RL | Apr 8, 2020 | Partially Observable Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Associative3D: Volumetric Reconstruction from Sparse Views | Jul 27, 2020 | 3D Volumetric Reconstruction | CodeCode Available | 1 | 5 |
| Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators | Jun 11, 2021 | | CodeCode Available | 1 | 5 |
| Optimized spiking neurons classify images with high accuracy through temporal coding with two spikes | Jan 31, 2020 | General Classificationimage-classification | CodeCode Available | 1 | 5 |
