| Learning from Synthetic Animals | Dec 17, 2019 | Domain AdaptationHuman Parsing | CodeCode Available | 1 |
| Leveraging Subword Embeddings for Multinational Address Parsing | Jun 29, 2020 | Transfer Learning | CodeCode Available | 1 |
| Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing | Feb 15, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 |
| A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning | Sep 17, 2020 | End-To-End Dialogue Modelling | CodeCode Available | 1 |
| Weakly-Supervised Salient Object Detection via Scribble Annotations | Mar 17, 2020 | Edge DetectionObject | CodeCode Available | 1 |
| Attack on practical speaker verification system using universal adversarial perturbations | May 19, 2021 | Real-World Adversarial AttackRoom Impulse Response (RIR) | CodeCode Available | 1 |
| Graph Structure Learning with Variational Information Bottleneck | Dec 16, 2021 | Graph structure learning | CodeCode Available | 1 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 |
| SentAlign: Accurate and Scalable Sentence Alignment | Nov 15, 2023 | Machine TranslationSentence | CodeCode Available | 1 |
| AdaX: Adaptive Gradient Descent with Exponential Long Term Memory | Apr 21, 2020 | | CodeCode Available | 1 |
| Word Alignment by Fine-tuning Embeddings on Parallel Corpora | Jan 20, 2021 | Cross-Lingual TransferTranslation | CodeCode Available | 1 |
| Fine-grained Data Distribution Alignment for Post-Training Quantization | Sep 9, 2021 | Quantization | CodeCode Available | 1 |
| Embedding Propagation: Smoother Manifold for Few-Shot Classification | Mar 9, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 |
| AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment | Jul 2, 2024 | Context Query ReformulationConversational Search | CodeCode Available | 1 |
| Embedding API Dependency Graph for Neural Code Generation | Mar 29, 2021 | Code GenerationDecoder | CodeCode Available | 1 |
| TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings | Jun 21, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 |
| TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning | Nov 7, 2021 | Contrastive LearningNatural Language Understanding | CodeCode Available | 1 |
| Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music | Jul 13, 2021 | Multi-class Classification | CodeCode Available | 1 |
| Pre-train or Annotate? Domain Adaptation with a Constrained Budget | Sep 10, 2021 | Domain Adaptation | CodeCode Available | 1 |
| 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 |
| Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem | Apr 9, 2020 | Domain AdaptationMachine Translation | CodeCode Available | 1 |
| SkillNER: Mining and Mapping Soft Skills from any Text | Jan 22, 2021 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Soft Contrastive Learning for Visual Localization | Dec 1, 2020 | Contrastive LearningImage Retrieval | CodeCode Available | 1 |
| AV Taris: Online Audio-Visual Speech Recognition | Dec 14, 2020 | Action DetectionActivity Detection | CodeCode Available | 1 |
| Calibrated and Partially Calibrated Semi-Generalized Homographies | Mar 11, 2021 | Image-Based Localization | CodeCode Available | 1 |
| Distilling Linguistic Context for Language Model Compression | Sep 17, 2021 | Knowledge DistillationLanguage Modeling | CodeCode Available | 1 |
| Concadia: Towards Image-Based Text Generation with a Purpose | Apr 16, 2021 | Image CaptioningImage to text | CodeCode Available | 1 |
| Accelerated Computation of a High Dimensional Kolmogorov-Smirnov Distance | Jun 25, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization | Mar 19, 2021 | DecoderImage Manipulation | CodeCode Available | 1 |
| 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 |
| RMM: A Recursive Mental Model for Dialog Navigation | May 2, 2020 | Answer GenerationInstruction Following | CodeCode Available | 1 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 |
| KITTI-CARLA: a KITTI-like dataset generated by CARLA Simulator | Aug 17, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 |
| Single-Node Attacks for Fooling Graph Neural Networks | Nov 6, 2020 | Adversarial Attack | CodeCode Available | 1 |
| LIRA: Learnable, Imperceptible and Robust Backdoor Attacks | Jan 1, 2021 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Neural Variational Gradient Descent | Jul 22, 2021 | Bayesian Inferenceregression | CodeCode Available | 1 |
| What's Wrong with Deep Learning in Tree Search for Combinatorial Optimization | Jan 25, 2022 | Combinatorial OptimizationGraph Learning | CodeCode Available | 1 |
| PnP-3D: A Plug-and-Play for 3D Point Clouds | Aug 16, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference | Feb 4, 2019 | Natural Language InferenceSentence | CodeCode Available | 1 |
| Robust Calibration of Large Vision-Language Adapters | Jul 18, 2024 | Prompt LearningTest-time Adaptation | CodeCode Available | 1 |
| Introducing an Explicit Symplectic Integration Scheme for Riemannian Manifold Hamiltonian Monte Carlo | Oct 14, 2019 | Bayesian Inference | CodeCode Available | 1 |
| Essay-BR: a Brazilian Corpus of Essays | May 19, 2021 | | CodeCode Available | 1 |
| Model-free Policy Learning with Reward Gradients | Mar 9, 2021 | Continuous Controlmodel | CodeCode Available | 1 |
| Fast AutoAugment | May 1, 2019 | Data AugmentationGPU | CodeCode Available | 1 |
| Star-Shaped Denoising Diffusion Probabilistic Models | Feb 10, 2023 | Denoising | CodeCode Available | 1 |
| Meaningfully Debugging Model Mistakes using Conceptual Counterfactual Explanations | Jun 24, 2021 | counterfactualmodel | CodeCode Available | 1 |
| Tree in Tree: from Decision Trees to Decision Graphs | Oct 1, 2021 | | CodeCode Available | 1 |
| SPAA: Stealthy Projector-based Adversarial Attacks on Deep Image Classifiers | Dec 10, 2020 | Adversarial Attack | CodeCode Available | 1 |
| GIKT: A Graph-based Interaction Model for Knowledge Tracing | Sep 13, 2020 | Knowledge Tracing | CodeCode Available | 1 |