🧑‍🔬 Chenlin Meng — all works

38 works · ← Chenlin Meng

1. Denoising Diffusion Implicit ModelsarXiv:2010.02502Jiaming Song, Chenlin Meng, Stefano Ermon2020 · 576 citations
2. SDEdit: Guided Image Synthesis and Editing with Stochastic Differential Equations ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2021 · 428 citations
3. On Distillation of Guided Diffusion Models ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenlin Meng et al.2023 · 387 citations
4. Geography-Aware Self-Supervised Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKumar Ayush et al.2021 · 276 citations
5. SatMAE: Pre-Training Transformers for Temporal and Multi-Spectral Satellite Imagery ↗neural information processing systems · no summary yetYezhen Cong et al.2022 · 245 citations
6. Discrete Diffusion Modeling by Estimating the Ratios of the Data DistributionarXiv:2310.16834Aaron Lou, Chenlin Meng, Stefano Ermon2023 · 96 citations
7. Predicting Economic Development using Geolocated Wikipedia Articles ↗ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · no summary yetEvan Sheehan et al.2019 · 87 citations
8. Holistic Evaluation of Text-to-Image Models ↗neural information processing systems · no summary yetTony Lee et al.2023 · 77 citations
9. D2C: Diffusion-Decoding Models for Few-Shot Conditional Generation ↗neural information processing systems · no summary yetAbhishek Sinha et al.2021 · 47 citations
10. DiffusionSat: A Generative Foundation Model for Satellite Imagery ↗arXiv (Cornell University) · no summary yetSamar Khanna et al.2023 · 34 citations
11. Learning to Interpret Satellite Images using Wikipedia ↗International Joint Conference on Artificial Intelligence · no summary yetBurak Uzkent et al.2019 · 34 citations
12. Concrete Score Matching: Generalized Score Matching for Discrete Data ↗neural information processing systems · no summary yetChenlin Meng et al.2022 · 27 citations
13. Dual Diffusion Implicit Bridges for Image-to-Image Translation ↗arXiv (Cornell University) · no summary yetXuan Su et al.2022 · 25 citations
14. Learning to Interpret Satellite Images in Global Scale Using Wikipedia ↗arXiv (Cornell University) · no summary yetBurak Uzkent et al.2019 · 23 citations
15. Mastering Text-to-Image Diffusion: Recaptioning, Planning, and Generating with Multimodal LLMs ↗arXiv (Cornell University) · no summary yetLing Yang et al.2024 · 22 citations
16. MintNet: Building Invertible Neural Networks with Masked Convolutions ↗arXiv (Cornell University) · no summary yetYang Song, Chenlin Meng, Stefano Ermon2019 · 22 citations
17. IS-Count: Large-Scale Object Counting from Satellite Images with Covariate-Based Importance Sampling ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenlin Meng et al.2022 · 21 citations
18. AuroraCap: Efficient, Performant Video Detailed Captioning and a New Benchmark ↗arXiv (Cornell University) · no summary yetWenhao Chai et al.2024 · 17 citations
19. SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning ↗arXiv (Cornell University) · no summary yetChristopher Yeh et al.2021 · 15 citations
20. Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis ↗arXiv (Cornell University) · no summary yetYutong He et al.2021 · 12 citations
21. DreamPropeller: Supercharge Text-to-3D Generation with Parallel Sampling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLinqi Zhou et al.2024 · 11 citations
22. Estimating High Order Gradients of the Data Distribution by Denoising ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2021 · 10 citations
23. Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution ↗arXiv (Cornell University) · no summary yetYutong He et al.2022 · 8 citations
24. Consistency Flow Matching: Defining Straight Flows with Velocity Consistency ↗arXiv (Cornell University) · no summary yetLing Xiao Yang et al.2024 · 7 citations
25. D2C: Diffusion-Denoising Models for Few-shot Conditional Generation ↗arXiv (Cornell University) · no summary yetAbhishek Sinha et al.2021 · 6 citations
26. Nonlinear Equation Solving: A Faster Alternative to Feedforward Computation ↗arXiv:2002.03629 · no summary yetYang Song et al.2020 · 6 citations
27. Generalizing Bayesian Optimization with Decision-Theoretic Entropies ↗neural information processing systems · no summary yetWillie Neiswanger et al.2022 · 5 citations
28. Density Ratio Estimation via Infinitesimal Classification ↗arXiv (Cornell University) · no summary yetKristy Choi et al.2021 · 5 citations
29. Gaussianization Flows ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2020 · 5 citations
30. SSIF: Learning Continuous Image Representation for Spatial-Spectral Super-Resolution ↗arXiv (Cornell University) · no summary yetGengchen Mai et al.2023 · 3 citations
31. Improved Autoregressive Modeling with Distribution Smoothing ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2021 · 3 citations
32. Building Coverage Estimation with Low-resolution Remote Sensing Imagery ↗arXiv (Cornell University) · no summary yetLiu, Enci et al.2023 · 2 citations
33. ButterflyFlow: Building Invertible Layers with Butterfly Matrices ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2022 · 2 citations
34. Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations ↗neural information processing systems · no summary yetMichael Poli et al.2022 · 2 citations
35. Autoregressive Score Matching ↗arXiv (Cornell University) · no summary yetChenlin Meng et al.2020 · 2 citations
36. SIGGRAPH 2023 Course on Diffusion Models ↗ACM SIGGRAPH Courses · no summary yetChenlin Meng et al.2023 · 1 citation
37. DistillKac: Few-Step Image Generation via Damped Wave Equations ↗arXiv (Cornell University) · no summary yetWeiqiao Han et al.2025
38. H-Entropy Search: Generalizing Bayesian Optimization with a Decision-theoretic Uncertainty Measure ↗no summary yetWillie Neiswanger et al.2021

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