| Language as a Cognitive Tool to Imagine Goals in Curiosity Driven Exploration | Dec 1, 2020 | Deep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Neural Painters: A learned differentiable constraint for generating brushstroke paintings | Apr 17, 2019 | Style Transfer | CodeCode Available | 1 | 5 |
| LSSED: a large-scale dataset and benchmark for speech emotion recognition | Jan 30, 2021 | Emotion RecognitionSpeech Emotion Recognition | CodeCode Available | 1 | 5 |
| Intent Mining from past conversations for conversational agent | May 22, 2020 | ClusteringIntent Discovery | CodeCode Available | 1 | 5 |
| Q8BERT: Quantized 8Bit BERT | Oct 14, 2019 | Linguistic AcceptabilityNatural Language Inference | CodeCode Available | 1 | 5 |
| Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis | Mar 23, 2018 | Speech SynthesisStyle Transfer | CodeCode Available | 1 | 5 |
| Efficient nonparametric statistical inference on population feature importance using Shapley values | Jun 16, 2020 | Feature ImportanceMortality Prediction | CodeCode Available | 1 | 5 |
| GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily | Oct 29, 2021 | Graph Attention | CodeCode Available | 1 | 5 |
| Teaching Deep Convolutional Neural Networks to Play Go | Dec 10, 2014 | Game of Go | CodeCode Available | 1 | 5 |
| Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking | Apr 9, 2021 | Dialogue State TrackingGraph Attention | CodeCode Available | 1 | 5 |
| Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement | Aug 6, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 | 5 |
| DCT2net: an interpretable shallow CNN for image denoising | Jul 31, 2021 | DenoisingImage Denoising | CodeCode Available | 1 | 5 |
| The Pitfalls of Simplicity Bias in Neural Networks | Jun 13, 2020 | | CodeCode Available | 1 | 5 |
| A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis | Jan 1, 2020 | Image SegmentationLesion Detection | CodeCode Available | 1 | 5 |
| SUPER-ADAM: Faster and Universal Framework of Adaptive Gradients | Jun 15, 2021 | | CodeCode Available | 1 | 5 |
| PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Subset Selection | Feb 27, 2021 | Image Classification | CodeCode Available | 1 | 5 |
| Five Degree-of-Freedom Property Interpolation of Arbitrary Grain Boundaries via Voronoi Fundamental Zone Octonion Framework | Apr 14, 2021 | CPUGPR | CodeCode Available | 1 | 5 |
| Adapting Grad-CAM for Embedding Networks | Jan 17, 2020 | Image Captioningimage-classification | CodeCode Available | 1 | 5 |
| Deep Learning Based Channel Estimation Schemes for IEEE 802.11p Standard | Jun 18, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| MERMAID: Metaphor Generation with Symbolism and Discriminative Decoding | Mar 11, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| QoS Provision for Controlling Energy Consumption in Ad-Hoc Wireless Sensor Networks | Aug 1, 2020 | | CodeCode Available | 1 | 5 |
| GDumb: A Simple Approach that Questions Our Progress in Continual Learning | Aug 1, 2020 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 | 5 |
| Memory-efficient Reinforcement Learning with Value-based Knowledge Consolidation | May 22, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 | 5 |
| Parameter-Efficient Person Re-identification in the 3D Space | Jun 8, 2020 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 | 5 |
| SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines | Nov 14, 2019 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
| PatchAlign:Fair and Accurate Skin Disease Image Classification by Alignment with Clinical Labels | Sep 8, 2024 | Fairnessimage-classification | CodeCode Available | 1 | 5 |
| Trash or Treasure? An Interactive Dual-Stream Strategy for Single Image Reflection Separation | Oct 20, 2021 | blind source separationReflection Removal | CodeCode Available | 1 | 5 |
| Multiscale Point Cloud Geometry Compression | Nov 7, 2020 | Attribute | CodeCode Available | 1 | 5 |
| The Zero Resource Speech Benchmark 2021: Metrics and baselines for unsupervised spoken language modeling | Nov 23, 2020 | ClusteringLanguage Modeling | CodeCode Available | 1 | 5 |
| Recyclable Gaussian Processes | Oct 6, 2020 | Gaussian Processesregression | CodeCode Available | 1 | 5 |
| Double Generative Adversarial Networks for Conditional Independence Testing | Jun 3, 2020 | | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Learning from Synthetic Animals | Dec 17, 2019 | Domain AdaptationHuman Parsing | CodeCode Available | 1 | 5 |
| Leveraging Subword Embeddings for Multinational Address Parsing | Jun 29, 2020 | Transfer Learning | CodeCode Available | 1 | 5 |
| Scaling Multi-Agent Reinforcement Learning with Selective Parameter Sharing | Feb 15, 2021 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Weakly-Supervised Salient Object Detection via Scribble Annotations | Mar 17, 2020 | Edge DetectionObject | CodeCode Available | 1 | 5 |
| Attack on practical speaker verification system using universal adversarial perturbations | May 19, 2021 | Real-World Adversarial AttackRoom Impulse Response (RIR) | CodeCode Available | 1 | 5 |
| Graph Structure Learning with Variational Information Bottleneck | Dec 16, 2021 | Graph structure learning | CodeCode Available | 1 | 5 |
| Rate-Adaptive Quantization: A Multi-Rate Codebook Adaptation for Vector Quantization-based Generative Models | May 23, 2024 | Data CompressionImage Generation | CodeCode Available | 1 | 5 |
| SentAlign: Accurate and Scalable Sentence Alignment | Nov 15, 2023 | Machine TranslationSentence | CodeCode Available | 1 | 5 |
| AdaX: Adaptive Gradient Descent with Exponential Long Term Memory | Apr 21, 2020 | | CodeCode Available | 1 | 5 |
| Word Alignment by Fine-tuning Embeddings on Parallel Corpora | Jan 20, 2021 | Cross-Lingual TransferTranslation | CodeCode Available | 1 | 5 |
| Fine-grained Data Distribution Alignment for Post-Training Quantization | Sep 9, 2021 | Quantization | CodeCode Available | 1 | 5 |
| Embedding Propagation: Smoother Manifold for Few-Shot Classification | Mar 9, 2020 | ClassificationFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| SSSNET: Semi-Supervised Signed Network Clustering | Oct 13, 2021 | Cloud RemovalClustering | CodeCode Available | 1 | 5 |
| AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment | Jul 2, 2024 | Context Query ReformulationConversational Search | CodeCode Available | 1 | 5 |
| Embedding API Dependency Graph for Neural Code Generation | Mar 29, 2021 | Code GenerationDecoder | CodeCode Available | 1 | 5 |
| TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings | Jun 21, 2024 | AttributeLanguage Modeling | CodeCode Available | 1 | 5 |