Reasoning in the Absence of Goals. - Mary Lou Maher; Kathryn E. Merrick; Benjamin Graham (AAAI Fall Symposium: Advances in Cognitive Systems, 2011)

Sparse arrays of signatures for online character recognition. - Benjamin Graham (CoRR, 2013)

Spatially-sparse convolutional neural networks. - Benjamin Graham (CoRR, 2014)

Fractional Max-Pooling. - Benjamin Graham (CoRR, 2014)

Efficient batchwise dropout training using submatrices. - Benjamin Graham; Jeremy Reizenstein; Leigh Robinson (CoRR, 2015)

Confusing Deep Convolution Networks by Relabelling. - Leigh Robinson; Benjamin Graham (CoRR, 2015)

A Binary Deletion Channel With a Fixed Number of Deletions. - Benjamin Graham (Comb. Probab. Comput., 2015)

Low-Precision Batch-Normalized Activations. - Benjamin Graham (CoRR, 2017)

Submanifold Sparse Convolutional Networks. - Benjamin Graham; Laurens van der Maaten (CoRR, 2017)

Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55. - Li Yi 001; Lin Shao 002; Manolis Savva; Haibin Huang; Yang Zhou 009; Qirui Wang; Benjamin Graham; Martin Engelcke; Roman Klokov; Victor S. Lempitsky; Yuan Gan; Pengyu Wang 004; et al. (CoRR, 2017)

3D Semantic Segmentation With Submanifold Sparse Convolutional Networks. - Benjamin Graham; Martin Engelcke; Laurens van der Maaten (CVPR, 2018)

The iisignature library: efficient calculation of iterated-integral signatures and log signatures. - Jeremy Reizenstein; Benjamin Graham (CoRR, 2018)

Unsupervised learning with sparse space-and-time autoencoders. - Benjamin Graham (CoRR, 2018)

C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion. - David Novotný; Nikhila Ravi; Benjamin Graham; Natalia Neverova; Andrea Vedaldi (ICCV, 2019)

Equi-normalization of Neural Networks. - Pierre Stock; Benjamin Graham; Rémi Gribonval; Hervé Jégou (ICLR (Poster), 2019)

PerspectiveNet: A Scene-consistent Image Generator for New View Synthesis in Real Indoor Environments. - David Novotný; Benjamin Graham; Jeremy Reizenstein (NeurIPS, 2019)

RidgeSfM: Structure from Motion via Robust Pairwise Matching Under Depth Uncertainty. - Benjamin Graham; David Novotný (3DV, 2020)

And the Bit Goes Down: Revisiting the Quantization of Neural Networks. - Pierre Stock; Armand Joulin; Rémi Gribonval; Benjamin Graham; Hervé Jégou (ICLR, 2020)

3D Multi-bodies: Fitting Sets of Plausible 3D Human Models to Ambiguous Image Data. - Benjamin Biggs; David Novotný; Sébastien Ehrhardt; Hanbyul Joo; Benjamin Graham; Andrea Vedaldi (NeurIPS, 2020)

Algorithm 1004: The Iisignature Library: Efficient Calculation of Iterated-Integral Signatures and Log Signatures. - Jeremy Reizenstein; Benjamin Graham (ACM Trans. Math. Softw., 2020)

Exploring Data-Efficient 3D Scene Understanding With Contrastive Scene Contexts. - Ji Hou; Benjamin Graham; Matthias Nießner; Saining Xie (CVPR, 2021)

LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference. - Benjamin Graham; Alaaeldin El-Nouby; Hugo Touvron; Pierre Stock; Armand Joulin; Hervé Jégou; Matthijs Douze (ICCV, 2021)

Pri3D: Can 3D Priors Help 2D Representation Learning? - Ji Hou; Saining Xie; Benjamin Graham; Angela Dai; Matthias Nießner (ICCV, 2021)

DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension. - Roman Shapovalov; David Novotný; Benjamin Graham; Patrick Labatut; Andrea Vedaldi (ICCV, 2021)

Training with Quantization Noise for Extreme Model Compression. - Pierre Stock; Angela Fan; Benjamin Graham; Edouard Grave; Rémi Gribonval; Hervé Jégou; Armand Joulin (ICLR, 2021)

KeyTr: Keypoint Transporter for 3D Reconstruction of Deformable Objects in Videos. - David Novotný; Ignacio Rocco; Samarth Sinha; Alexandre Carlier; Gael Kerchenbaum; Roman Shapovalov; Nikita Smetanin; Natalia Neverova; Benjamin Graham; Andrea Vedaldi (CVPR, 2022)

DynamicStereo: Consistent Dynamic Depth from Stereo Videos. - Nikita Karaev; Ignacio Rocco; Benjamin Graham; Natalia Neverova; Andrea Vedaldi; Christian Rupprecht 001 (CVPR, 2023)

Replay: Multi-modal Multi-view Acted Videos for Casual Holography. - Roman Shapovalov; Yanir Kleiman; Ignacio Rocco; David Novotný; Andrea Vedaldi; Changan Chen; Filippos Kokkinos; Benjamin Graham; Natalia Neverova (ICCV, 2023)

Self-supervised Correspondence Estimation via Multiview Registration. - Mohamed El Banani; Ignacio Rocco; David Novotný; Andrea Vedaldi; Natalia Neverova; Justin Johnson 001; Benjamin Graham (WACV, 2023)

Real-time volumetric rendering of dynamic humans. - Ignacio Rocco; Iurii Makarov; Filippos Kokkinos; David Novotný; Benjamin Graham; Natalia Neverova; Andrea Vedaldi (CoRR, 2023)

CoTracker: It Is Better to Track Together. - Nikita Karaev; Ignacio Rocco; Benjamin Graham; Natalia Neverova; Andrea Vedaldi; Christian Rupprecht 001 (ECCV (62), 2024)

Meta 3D Gen. - Raphael Bensadoun; Tom Monnier; Yanir Kleiman; Filippos Kokkinos; Yawar Siddiqui; Mahendra Kariya; Omri Harosh; Roman Shapovalov; Benjamin Graham; Emilien Garreau; Animesh Karnewar; Ang Cao; et al. (CoRR, 2024)

Unsupervised 2D-3D lifting of non-rigid objects using local constraints. - Shalini Maiti; Lourdes Agapito; Benjamin Graham (CoRR, 2025)

A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images. - Benjamin Graham (CoRR, 2025)