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| Provably Good Batch Reinforcement Learning Without Great Exploration | Jul 16, 2020 | reinforcement-learningReinforcement Learning | CodeCode Available | 1 |
| Leveling Down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers | Mar 9, 2022 | Fairness | CodeCode Available | 1 |
| Dense Associative Memory for Pattern Recognition | Jun 3, 2016 | Deep Learning | CodeCode Available | 1 |
| Ti-MAE: Self-Supervised Masked Time Series Autoencoders | Jan 21, 2023 | Contrastive LearningMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Multiple Anchor Learning for Visual Object Detection | Dec 4, 2019 | General ClassificationMultiple Instance Learning | CodeCode Available | 1 |
| Solving Imperfect-Information Games via Discounted Regret Minimization | Sep 11, 2018 | counterfactual | CodeCode Available | 1 |
| Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers | Apr 2, 2020 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 |
| VirtualHome: Simulating Household Activities via Programs | Jun 19, 2018 | Video Understanding | CodeCode Available | 1 |
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| Unsupervised Image Anomaly Detection and Segmentation Based on Pre-trained Feature Mapping | Aug 6, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| FewVS: A Vision-Semantics Integration Framework for Few-Shot Image Classification | Oct 28, 2024 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
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| HeartBeat: Towards Controllable Echocardiography Video Synthesis with Multimodal Conditions-Guided Diffusion Models | Jun 20, 2024 | | CodeCode Available | 1 |
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| A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models | Aug 20, 2017 | GPUText Compression | CodeCode Available | 1 |
| Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition | Jun 7, 2022 | Speaker Recognitionspeech-recognition | CodeCode Available | 1 |
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| COVINS: Visual-Inertial SLAM for Centralized Collaboration | Aug 12, 2021 | global-optimization | CodeCode Available | 1 |
| Top-down Neural Attention by Excitation Backprop | Aug 1, 2016 | | CodeCode Available | 1 |
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| Kernel Interpolation for Scalable Structured Gaussian Processes (KISS-GP) | Mar 3, 2015 | Gaussian Processes | CodeCode Available | 1 |
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| PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos | Dec 2, 2024 | Question AnsweringVideo Understanding | CodeCode Available | 1 |
| Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization | Feb 14, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings | Dec 10, 2021 | Contrastive LearningKnowledge Distillation | CodeCode Available | 1 |
| Open Grounded Planning: Challenges and Benchmark Construction | Jun 5, 2024 | Decision MakingText Generation | CodeCode Available | 1 |
| MegaDepth: Learning Single-View Depth Prediction from Internet Photos | Apr 2, 2018 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
| Towards Efficient Training for Neural Network Quantization | Dec 21, 2019 | Quantization | CodeCode Available | 1 |
| Simplifying Distributed Neural Network Training on Massive Graphs: Randomized Partitions Improve Model Aggregation | May 17, 2023 | | CodeCode Available | 1 |
| Deep Learning and the Information Bottleneck Principle | Mar 9, 2015 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| Deep learning powered real-time identification of insects using citizen science data | Jun 4, 2023 | ManagementSelf-Supervised Learning | CodeCode Available | 1 |
| Building multiscale models with PhysiBoSS, an agent-based modeling tool | Jun 26, 2024 | | CodeCode Available | 1 |
| Dynamic Mesh-Aware Radiance Fields | Sep 8, 2023 | GPUNeRF | CodeCode Available | 1 |
| Self-Discovering Interpretable Diffusion Latent Directions for Responsible Text-to-Image Generation | Nov 28, 2023 | Image GenerationText to Image Generation | CodeCode Available | 1 |
| Checkerboard Context Model for Efficient Learned Image Compression | Mar 29, 2021 | Computational EfficiencyImage Compression | CodeCode Available | 1 |
| MineralImage5k: A benchmark for zero-shot raw mineral visual recognition and description | Jul 20, 2023 | zero-shot-classificationZero-Shot Learning | CodeCode Available | 1 |
| EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment | Jul 1, 2022 | Action Assessment | CodeCode Available | 1 |
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| Rapid training of deep neural networks without skip connections or normalization layers using Deep Kernel Shaping | Oct 5, 2021 | | CodeCode Available | 1 |
| A principal odor map unifies diverse tasks in olfactory perception | Sep 1, 2023 | Odor Descriptor PredictionPrediction | CodeCode Available | 1 |
| FECFusion: Infrared and visible image fusion network based on fast edge convolution | Aug 8, 2023 | Infrared And Visible Image Fusion | CodeCode Available | 1 |
| AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender | Apr 13, 2025 | Safety Alignment | CodeCode Available | 1 |
| Universal Speech Enhancement with Score-based Diffusion | Jun 7, 2022 | Speech Enhancement | CodeCode Available | 1 |
| One-4-All: Neural Potential Fields for Embodied Navigation | Mar 7, 2023 | AllNavigate | CodeCode Available | 1 |
| Boosting Semantic Human Matting with Coarse Annotations | Apr 10, 2020 | Image MattingSemantic Segmentation | CodeCode Available | 1 |
| Multi-view Local Co-occurrence and Global Consistency Learning Improve Mammogram Classification Generalisation | Sep 21, 2022 | Diagnostic | CodeCode Available | 1 |