Track to the future: Spatio-temporal video segmentation with long-range motion cues. - José Lezama; Karteek Alahari; Josef Sivic; Ivan Laptev (CVPR, 2011)

Finding Vanishing Points via Point Alignments in Image Primal and Dual Domains. - José Lezama; Rafael Grompone von Gioi; Gregory Randall; Jean-Michel Morel (CVPR, 2014)

A contrario detection of good continuation of points. - José Lezama; Rafael Grompone von Gioi; Gregory Randall; Jean-Michel Morel (ICIP, 2014)

An Unsupervised Point Alignment Detection Algorithm. - José Lezama; Gregory Randall; Jean-Michel Morel; Rafael Grompone von Gioi (Image Process. Line, 2015)

A Contrario 2D Point Alignment Detection. - José Lezama; Jean-Michel Morel; Gregory Randall; Rafael Grompone von Gioi (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding. - José Lezama; Qiang Qiu 001; Guillermo Sapiro (CVPR, 2017)

Vanishing Point Detection in Urban Scenes Using Point Alignments. - José Lezama; Gregory Randall; Rafael Grompone von Gioi (Image Process. Line, 2017)

An Unsupervised Algorithm for Detecting Good Continuation in Dot Patterns. - José Lezama; Gregory Randall; Jean-Michel Morel; Rafael Grompone von Gioi (Image Process. Line, 2017)

OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning. - José Lezama; Qiang Qiu 001; Pablo Musé; Guillermo Sapiro (CVPR, 2018)

ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks. - Qiang Qiu 001; José Lezama; Alexander M. Bronstein; Guillermo Sapiro (ECCV (2), 2018)

Psychophysics, Gestalts and Games. - José Lezama; Samy Blusseau; Jean-Michel Morel; Gregory Randall; Rafael Grompone von Gioi (CoRR, 2018)

Overcoming the Disentanglement vs Reconstruction Trade-off via Jacobian Supervision. - José Lezama (ICLR (Poster), 2019)

Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models. - José Lezama; Wei Chen 124; Qiang Qiu 001 (ICML, 2021)

Single Image Non-uniform Blur Kernel Estimation via Adaptive Basis Decomposition. - Guillermo Carbajal; Patricia Vitoria; Mauricio Delbracio; Pablo Musé; José Lezama (CoRR, 2021)

Improved Masked Image Generation with Token-Critic. - José Lezama; Huiwen Chang; Lu Jiang 004; Irfan Essa (ECCV (23), 2022)

Reduction of Video Capsule Endoscopy Reading Times Using Deep Learning with Small Data. - Hunter Morera; Roshan Warman; Azubuogu Anudu; Chukwudumebi Uche; Ivana Radosavljevic; Nikhil Reddy; Ahan Kayastha; Niharika Baviriseaty; Rahul Mhaskar; Andrew A. Borkowski; Patrick Brady; Satish Singh; et al. (Algorithms, 2022)

Rethinking Motion Deblurring Training: A Segmentation-Based Method for Simulating Non-Uniform Motion Blurred Images. - Guillermo Carbajal; Patricia Vitoria; Pablo Musé; José Lezama (CoRR, 2022)

MaskSketch: Unpaired Structure-guided Masked Image Generation. - Dina Bashkirova; José Lezama; Kihyuk Sohn; Kate Saenko; Irfan Essa (CVPR, 2023)

Visual Prompt Tuning for Generative Transfer Learning. - Kihyuk Sohn; Huiwen Chang; José Lezama; Luisa Polania; Han Zhang 010; Yuan Hao; Irfan Essa; Lu Jiang 004 (CVPR, 2023)

MAGVIT: Masked Generative Video Transformer. - Lijun Yu; Yong Cheng; Kihyuk Sohn; José Lezama; Han Zhang 010; Huiwen Chang; Alexander G. Hauptmann; Ming-Hsuan Yang 001; Yuan Hao; Irfan Essa; Lu Jiang 004 (CVPR, 2023)

Discrete Predictor-Corrector Diffusion Models for Image Synthesis. - José Lezama; Tim Salimans; Lu Jiang 004; Huiwen Chang; Jonathan Ho; Irfan Essa (ICLR, 2023)

Muse: Text-To-Image Generation via Masked Generative Transformers. - Huiwen Chang; Han Zhang 010; Jarred Barber; Aaron Maschinot; José Lezama; Lu Jiang 004; Ming-Hsuan Yang 001; Kevin Patrick Murphy; William T. Freeman; Michael Rubinstein; Yuanzhen Li; Dilip Krishnan (ICML, 2023)

Blind Motion Deblurring With Pixel-Wise Kernel Estimation via Kernel Prediction Networks. - Guillermo Carbajal; Patricia Vitoria; José Lezama; Pablo Musé (IEEE Trans. Computational Imaging, 2023)

Predicting ward transfer mortality with machine learning. - José Lezama; Gil Alterovitz; Colleen E. Jakey; Ana L. Kraus; Michael J. Kim; Andrew A. Borkowski (Frontiers Artif. Intell., 2023)

Photorealistic Video Generation with Diffusion Models. - Agrim Gupta; Lijun Yu; Kihyuk Sohn; Xiuye Gu; Meera Hahn; Fei-Fei Li 001; Irfan Essa; Lu Jiang 004; José Lezama (ECCV (79), 2024)

Language Model Beats Diffusion - Tokenizer is key to visual generation. - Lijun Yu; José Lezama; Nitesh Bharadwaj Gundavarapu; Luca Versari; Kihyuk Sohn; David Minnen; Yong Cheng; Agrim Gupta; Xiuye Gu; Alexander G. Hauptmann; Boqing Gong; Ming-Hsuan Yang 001; et al. (ICLR, 2024)

VideoPoet: A Large Language Model for Zero-Shot Video Generation. - Dan Kondratyuk; Lijun Yu; Xiuye Gu; José Lezama; Jonathan Huang; Grant Schindler; Rachel Hornung; Vighnesh Birodkar; Jimmy Yan; Ming-Chang Chiu; Krishna Somandepalli; Hassan Akbari; et al. (ICML, 2024)

A Versatile Diffusion Transformer with Mixture of Noise Levels for Audiovisual Generation. - Gwanghyun Kim; Alonso Martinez; Yu-Chuan Su; Brendan Jou; José Lezama; Agrim Gupta; Lijun Yu; Lu Jiang 004; Aren Jansen; Jacob Walker; Krishna Somandepalli (NeurIPS, 2024)

CamViG: Camera Aware Image-to-Video Generation with Multimodal Transformers. - Andrew Marmon; Grant Schindler; José Lezama; Dan Kondratyuk; Bryan Seybold; Irfan Essa (CoRR, 2024)

Scaling Painting Style Transfer. - Bruno Galerne; Lara Raad; José Lezama; Jean-Michel Morel (Comput. Graph. Forum, 2024)

MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation. - Sihyun Yu; Meera Hahn; Dan Kondratyuk; Jinwoo Shin; Agrim Gupta; José Lezama; Irfan Essa; David A. Ross; Jonathan Huang (CoRR, 2025)

HALO: Human-Aligned End-to-end Image Retargeting with Layered Transformations. - Yiran Xu; Siqi Xie; Zhuofang Li; Harris Shadmany; Yinxiao Li; Luciano Sbaiz; Miaosen Wang; Junjie Ke; José Lezama; Hang Qi; Han Zhang 010; Jesse Berent; et al. (CoRR, 2025)

Assessing the Role of Datasets in the Generalization of Motion Deblurring Methods to Real Images. - Guillermo Carbajal; Patricia Vitoria; José Lezama; Pablo Musé (J. Math. Imaging Vis., 2025)