| InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval | Jan 4, 2023 | Information RetrievalRetrieval | CodeCode Available | 2 |
| PACO: Parts and Attributes of Common Objects | Jan 4, 2023 | 2D Object DetectionAttribute | CodeCode Available | 2 |
| KoopmanLab: machine learning for solving complex physics equations | Jan 3, 2023 | | CodeCode Available | 2 |
| StyleTalk: One-shot Talking Head Generation with Controllable Speaking Styles | Jan 3, 2023 | DecoderFace Generation | CodeCode Available | 2 |
| Rethinking Mobile Block for Efficient Attention-based Models | Jan 3, 2023 | Unity | CodeCode Available | 2 |
| Benchmarking the Robustness of LiDAR Semantic Segmentation Models | Jan 3, 2023 | Autonomous DrivingBenchmarking | CodeCode Available | 2 |
| Physics-Informed Neural Networks for Prognostics and Health Management of Lithium-Ion Batteries | Jan 2, 2023 | Management | CodeCode Available | 2 |
| Muse: Text-To-Image Generation via Masked Generative Transformers | Jan 2, 2023 | Image GenerationLanguage Modelling | CodeCode Available | 2 |
| CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection | Jan 2, 2023 | Organ SegmentationSegmentation | CodeCode Available | 2 |
| Argoverse 2: Next Generation Datasets for Self-Driving Perception and Forecasting | Jan 2, 2023 | 3D Object DetectionMotion Forecasting | CodeCode Available | 2 |
| A Rotation-Translation-Decoupled Solution for Robust and Efficient Visual-Inertial Initialization | Jan 1, 2023 | Translation | CodeCode Available | 2 |
| FocalFormer3D: Focusing on Hard Instance for 3D Object Detection | Jan 1, 2023 | 3D Object DetectionAutonomous Driving | CodeCode Available | 2 |
| XNet: Wavelet-Based Low and High Frequency Fusion Networks for Fully- and Semi-Supervised Semantic Segmentation of Biomedical Images | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 2 |
| eVAE: Evolutionary Variational Autoencoder | Jan 1, 2023 | DisentanglementImage Generation | CodeCode Available | 2 |
| Starting From Non-Parametric Networks for 3D Point Cloud Analysis | Jan 1, 2023 | | CodeCode Available | 2 |
| Autoregressive Visual Tracking | Jan 1, 2023 | ObjectObject Tracking | CodeCode Available | 2 |
| Query-Centric Trajectory Prediction | Jan 1, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 2 |
| Improving CLIP Fine-tuning Performance | Jan 1, 2023 | Diagnosticobject-detection | CodeCode Available | 2 |
| Human-in-the-loop Embodied Intelligence with Interactive Simulation Environment for Surgical Robot Learning | Jan 1, 2023 | | CodeCode Available | 2 |
| GeoMVSNet: Learning Multi-View Stereo With Geometry Perception | Jan 1, 2023 | 3D ReconstructionDepth Estimation | CodeCode Available | 2 |
| DETR Does Not Need Multi-Scale or Locality Design | Jan 1, 2023 | DecoderObject Detection | CodeCode Available | 2 |
| Thinking Image Color Aesthetics Assessment: Models, Datasets and Benchmarks | Jan 1, 2023 | Image Quality Assessment | CodeCode Available | 2 |
| MI-GAN: A Simple Baseline for Image Inpainting on Mobile Devices | Jan 1, 2023 | Efficient Neural NetworkImage Inpainting | CodeCode Available | 2 |
| SCConv: Spatial and Channel Reconstruction Convolution for Feature Redundancy | Jan 1, 2023 | | CodeCode Available | 2 |
| DensePose From WiFi | Dec 31, 2022 | 3D Human Pose EstimationBody Detection | CodeCode Available | 2 |
| Cap4Video: What Can Auxiliary Captions Do for Text-Video Retrieval? | Dec 31, 2022 | Data AugmentationRetrieval | CodeCode Available | 2 |
| Bidirectional Cross-Modal Knowledge Exploration for Video Recognition with Pre-trained Vision-Language Models | Dec 31, 2022 | Action ClassificationAction Recognition | CodeCode Available | 2 |
| A Survey on In-context Learning | Dec 31, 2022 | In-Context LearningSurvey | CodeCode Available | 2 |
| A Survey on Protein Representation Learning: Retrospect and Prospect | Dec 31, 2022 | Representation LearningSurvey | CodeCode Available | 2 |
| MAUVE Scores for Generative Models: Theory and Practice | Dec 30, 2022 | Quantization | CodeCode Available | 2 |
| DGFont++: Robust Deformable Generative Networks for Unsupervised Font Generation | Dec 30, 2022 | Font GenerationImage-to-Image Translation | CodeCode Available | 2 |
| M4Singer: a Multi-Style, Multi-Singer and Musical Score Provided Mandarin Singing Corpus | Dec 29, 2022 | Music TranscriptionSinging Voice Synthesis | CodeCode Available | 2 |
| Learning 3D Human Pose Estimation from Dozens of Datasets using a Geometry-Aware Autoencoder to Bridge Between Skeleton Formats | Dec 29, 2022 | 3D Human Pose EstimationDimensionality Reduction | CodeCode Available | 2 |
| Hungry Hungry Hippos: Towards Language Modeling with State Space Models | Dec 28, 2022 | 8kCoreference Resolution | CodeCode Available | 2 |
| End-to-End Modeling Hierarchical Time Series Using Autoregressive Transformer and Conditional Normalizing Flow based Reconciliation | Dec 28, 2022 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 2 |
| DiffFace: Diffusion-based Face Swapping with Facial Guidance | Dec 27, 2022 | Face Swapping | CodeCode Available | 2 |
| Unsupervised Representation Learning from Pre-trained Diffusion Probabilistic Models | Dec 26, 2022 | Image ReconstructionRepresentation Learning | CodeCode Available | 2 |
| Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method | Dec 22, 2022 | 4k8k | CodeCode Available | 2 |
| Reversible Column Networks | Dec 22, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Automatically Bounding the Taylor Remainder Series: Tighter Bounds and New Applications | Dec 22, 2022 | global-optimizationNumerical Integration | CodeCode Available | 2 |
| S-Graphs+: Real-time Localization and Mapping leveraging Hierarchical Representations | Dec 22, 2022 | | CodeCode Available | 2 |
| StoRM: A Diffusion-based Stochastic Regeneration Model for Speech Enhancement and Dereverberation | Dec 22, 2022 | Speech DereverberationSpeech Enhancement | CodeCode Available | 2 |
| Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing | Dec 21, 2022 | Contrastive LearningDrug Design | CodeCode Available | 2 |
| A deep learning based steganography integration framework for ad-hoc cloud computing data security augmentation using the V-BOINC system | Dec 21, 2022 | Cloud Computing | CodeCode Available | 2 |
| Character-Aware Models Improve Visual Text Rendering | Dec 20, 2022 | Image Generation | CodeCode Available | 2 |
| Precise Zero-Shot Dense Retrieval without Relevance Labels | Dec 20, 2022 | Fact VerificationInstruction Following | CodeCode Available | 2 |
| A Survey of Deep Learning for Mathematical Reasoning | Dec 20, 2022 | Deep LearningMath | CodeCode Available | 2 |
| Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions | Dec 20, 2022 | Automated Theorem ProvingCode Generation | CodeCode Available | 2 |
| Towards Reasoning in Large Language Models: A Survey | Dec 20, 2022 | Decision MakingSurvey | CodeCode Available | 2 |
| Out-of-sample scoring and automatic selection of causal estimators | Dec 20, 2022 | Causal InferenceHyperparameter Optimization | CodeCode Available | 2 |