mlsanityData to 7 Oct 2026

CrevNet: Conditionally Reversible Video Prediction

arXiv 1910.11577 ↗First posted 25 Oct 2019cs.CV cs.LGcited by 15

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Abstract (arXiv)

Applying resolution-preserving blocks is a common practice to maximize information preservation in video prediction, yet their high memory consumption greatly limits their application scenarios. We propose CrevNet, a Conditionally Reversible Network that uses reversible architectures to build a bijective two-way autoencoder and its complementary recurrent predictor. Our model enjoys the theoretically guaranteed property of no information loss during the feature extraction, much lower memory consumption and computational efficiency.

Key facts. Cited by 15 papers in the map (data through 7 Oct 2026). First posted on arXiv 25 Oct 2019.

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Citing papers per year: 2021: 2; 2022: 3; 2023: 5; 2024: 2; 2025: 2; 2026: 1.

15 papers.

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  1. 2023MMVP: Motion-Matrix-based Video Predictioncited by 18
  2. 2022MIMO Is All You Need : A Strong Multi-In-Multi-Out Baseline for Video Predictioncited by 17
  3. 2022Traffic4cast at NeurIPS 2021 -- Temporal and Spatial Few-Shot Transfer Learning in Gridded Geo-Spatial Processescited by 15
  4. 2023Implicit Stacked Autoregressive Model for Video Predictioncited by 14
  5. 2021Learning to Transfer for Traffic Forecasting via Multi-task Learningcited by 7
  6. 2024Video RWKV:Video Action Recognition Based RWKVcited by 4
  7. 2022SwinUNet3D -- A Hierarchical Architecture for Deep Traffic Prediction using Shifted Window Transformerscited by 3
  8. 2023Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approachcited by 3
  9. 2023An Efficient Two-stage Gradient Boosting Framework for Short-term Traffic State Estimationcited by 1
  10. 2024Masked Autoregressive Model for Weather Forecastingcited by 1
  11. 2025Real-time Video Prediction With Fast Video Interpolation Model and Prediction Trainingcited by 1
  12. 2025See the past: Time-Reversed Scene Reconstruction from Thermal Traces Using Visual Language Modelscited by 1
3 more
  1. 2021From Single to Multiple: Leveraging Multi-level Prediction Spaces for Video Forecastingcited by 0
  2. 2023Enabling Real-time Neural Recovery for Cloud Gaming on Mobile Devicescited by 0
  3. 2026Time-Reversed Imaging: A Multimodal Benchmark and Framework for Reconstructing Past Human-Environment Interactionscited by 0