| Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks | Feb 17, 2023 | DeblurringDeep Learning | CodeCode Available | 1 |
| Learning Event Guided High Dynamic Range Video Reconstruction | Jan 1, 2023 | Video Reconstruction | CodeCode Available | 1 |
| FFNeRV: Flow-Guided Frame-Wise Neural Representations for Videos | Dec 23, 2022 | Model CompressionQuantization | CodeCode Available | 1 |
| Spatial-Temporal Transformer for Video Snapshot Compressive Imaging | Sep 4, 2022 | DecoderVideo Reconstruction | CodeCode Available | 1 |
| Synthesizing Light Field Video from Monocular Video | Jul 21, 2022 | Self-Supervised LearningVideo Reconstruction | CodeCode Available | 1 |
| E-NeRV: Expedite Neural Video Representation with Disentangled Spatial-Temporal Context | Jul 17, 2022 | Video Reconstruction | CodeCode Available | 1 |
| Context-Aware Video Reconstruction for Rolling Shutter Cameras | May 25, 2022 | Motion CompensationVideo Reconstruction | CodeCode Available | 1 |
| Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning | Mar 27, 2022 | PositionRepresentation Learning | CodeCode Available | 1 |
| Event-based Video Reconstruction via Potential-assisted Spiking Neural Network | Jan 25, 2022 | Computational EfficiencyEvent-Based Video Reconstruction | CodeCode Available | 1 |
| NeRV: Neural Representations for Videos | Oct 26, 2021 | DenoisingNeural Network Compression | CodeCode Available | 1 |
| Layered Neural Atlases for Consistent Video Editing | Sep 23, 2021 | Style TransferVideo Editing | CodeCode Available | 1 |
| HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset | Mar 27, 2021 | HDR ReconstructionOptical Flow Estimation | CodeCode Available | 1 |
| Event-Based Video Reconstruction Using Transformer | Jan 1, 2021 | Event-based Object SegmentationEvent-Based Video Reconstruction | CodeCode Available | 1 |
| An Asynchronous Kalman Filter for Hybrid Event Cameras | Dec 10, 2020 | Event-Based Video ReconstructionVideo Reconstruction | CodeCode Available | 1 |
| Reducing the Sim-to-Real Gap for Event Cameras | Mar 20, 2020 | Event-Based Video ReconstructionVideo Reconstruction | CodeCode Available | 1 |
| Deep Slow Motion Video Reconstruction with Hybrid Imaging System | Feb 27, 2020 | Optical Flow Estimationvalid | CodeCode Available | 1 |
| GSVR: 2D Gaussian-based Video Representation for 800+ FPS with Hybrid Deformation Field | Jul 8, 2025 | QuantizationVideo Compression | —Unverified | 0 |
| Quanta Diffusion | Jun 7, 2025 | Motion EstimationVideo Reconstruction | —Unverified | 0 |
| Voyager: Long-Range and World-Consistent Video Diffusion for Explorable 3D Scene Generation | Jun 4, 2025 | 3D ReconstructionCamera Pose Estimation | —Unverified | 0 |
| Compressing Human Body Video with Interactive Semantics: A Generative Approach | May 22, 2025 | DecoderVideo Reconstruction | —Unverified | 0 |
| Motion Matters: Compact Gaussian Streaming for Free-Viewpoint Video Reconstruction | May 22, 2025 | 3DGSVideo Reconstruction | —Unverified | 0 |
| Few-shot Semantic Encoding and Decoding for Video Surveillance | May 12, 2025 | Semantic CommunicationVideo Reconstruction | —Unverified | 0 |
| Event Signal Filtering via Probability Flux Estimation | Apr 10, 2025 | State Space ModelsSuper-Resolution | —Unverified | 0 |
| Meta-Continual Learning of Neural Fields | Apr 8, 2025 | Continual LearningMeta-Learning | —Unverified | 0 |
| EventMamba: Enhancing Spatio-Temporal Locality with State Space Models for Event-Based Video Reconstruction | Mar 25, 2025 | Event-Based Video ReconstructionMamba | —Unverified | 0 |
