| ExGAN: Adversarial Generation of Extreme Samples | Sep 17, 2020 | Extreme Sample Generation | CodeCode Available | 1 |
| Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning | Oct 6, 2020 | Few-shot NERMeta-Learning | CodeCode Available | 1 |
| APB2FaceV2: Real-Time Audio-Guided Multi-Face Reenactment | Oct 25, 2020 | CPUFace Reenactment | CodeCode Available | 1 |
| InfAnFace: Bridging the infant-adult domain gap in facial landmark estimation in the wild | Oct 17, 2021 | Domain Adaptation | CodeCode Available | 1 |
| S2R-DepthNet: Learning a Generalizable Depth-specific Structural Representation | Apr 2, 2021 | 3D geometryDepth Estimation | CodeCode Available | 1 |
| Learning Data Augmentation with Online Bilevel Optimization for Image Classification | Jun 25, 2020 | Bilevel OptimizationClassification | CodeCode Available | 1 |
| Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms | Dec 29, 2020 | Active Learning | CodeCode Available | 1 |
| Robust 3D Cell Segmentation: Extending the View of Cellpose | May 3, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Converting Anyone's Emotion: Towards Speaker-Independent Emotional Voice Conversion | May 13, 2020 | DecoderVoice Conversion | CodeCode Available | 1 |
| Explainable Deep Convolutional Candlestick Learner | Jan 8, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers | May 31, 2021 | Machine TranslationTranslation | CodeCode Available | 1 |
| Fine-Tuning BERT for Sentiment Analysis of Vietnamese Reviews | Nov 20, 2020 | Sentiment Analysis | CodeCode Available | 1 |
| Image-based table recognition: data, model, and evaluation | Nov 25, 2019 | ArticlesDecoder | CodeCode Available | 1 |
| Option Tracing: Beyond Correctness Analysis in Knowledge Tracing | Apr 19, 2021 | Knowledge TracingMultiple-choice | CodeCode Available | 1 |
| Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks | Jun 23, 2020 | Malware Detection | CodeCode Available | 1 |
| SoccerNet-Echoes: A Soccer Game Audio Commentary Dataset | May 12, 2024 | Action SpottingAutomatic Speech Recognition | CodeCode Available | 1 |
| Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication | Dec 13, 2024 | Adversarial Robustness | CodeCode Available | 1 |
| Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration | Dec 1, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 |
| Neural Painters: A learned differentiable constraint for generating brushstroke paintings | Apr 17, 2019 | Style Transfer | CodeCode Available | 1 |
| LSSED: a large-scale dataset and benchmark for speech emotion recognition | Jan 30, 2021 | Emotion RecognitionSpeech Emotion Recognition | CodeCode Available | 1 |
| Intent Mining from past conversations for conversational agent | May 22, 2020 | ClusteringIntent Discovery | CodeCode Available | 1 |
| Q8BERT: Quantized 8Bit BERT | Oct 14, 2019 | Linguistic AcceptabilityNatural Language Inference | CodeCode Available | 1 |
| Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis | Mar 23, 2018 | Speech SynthesisStyle Transfer | CodeCode Available | 1 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 |
| Teaching Deep Convolutional Neural Networks to Play Go | Dec 10, 2014 | Game of Go | CodeCode Available | 1 |
| Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking | Apr 9, 2021 | Dialogue State TrackingGraph Attention | CodeCode Available | 1 |
| Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement | Aug 6, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| DCT2net: an interpretable shallow CNN for image denoising | Jul 31, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| The Pitfalls of Simplicity Bias in Neural Networks | Jun 13, 2020 | | CodeCode Available | 1 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 |
| SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients | Jun 15, 2021 | | CodeCode Available | 1 |
| PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Subset Selection | Feb 27, 2021 | Image Classification | CodeCode Available | 1 |
| Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework | Apr 14, 2021 | CPUGPR | CodeCode Available | 1 |
| Adapting Grad-CAM for Embedding Networks | Jan 17, 2020 | Image Captioningimage-classification | CodeCode Available | 1 |
| Deep Learning Based Channel Estimation Schemes for IEEE 802.11p Standard | Jun 18, 2020 | Deep Learning | CodeCode Available | 1 |
| MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| QoS Provision for Controlling Energy Consumption in Ad-Hoc Wireless Sensor Networks | Aug 1, 2020 | | CodeCode Available | 1 |
| GDumb: A Simple Approach that Questions Our Progress in Continual Learning | Aug 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation | May 22, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 |
| SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines | Nov 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 |
| PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels | Sep 8, 2024 | Fairnessimage-classification | CodeCode Available | 1 |
| Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation | Oct 20, 2021 | blind source separationReflection Removal | CodeCode Available | 1 |
| Multiscale Point Cloud Geometry Compression | Nov 7, 2020 | Attribute | CodeCode Available | 1 |
| The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling | Nov 23, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 |
| Recyclable Gaussian Processes | Oct 6, 2020 | Gaussian Processesregression | CodeCode Available | 1 |
| Double Generative Adversarial Networks for Conditional Independence Testing | Jun 3, 2020 | | CodeCode Available | 1 |
| Deep Photo Scan: Semi-Supervised Learning for dealing with the real-world degradation in Smartphone Photo Scanning | Feb 11, 2021 | Image Enhancement | CodeCode Available | 1 |
