On the effect of pooling on the geometry of representations. - Gary Bécigneul (CoRR, 2017)

Parametrizing filters of a CNN with a GAN. - Yannic Kilcher; Gary Bécigneul; Thomas Hofmann 001 (CoRR, 2017)

Hyperbolic Entailment Cones for Learning Hierarchical Embeddings. - Octavian-Eugen Ganea; Gary Bécigneul; Thomas Hofmann 001 (ICML, 2018)

Hyperbolic Neural Networks. - Octavian-Eugen Ganea; Gary Bécigneul; Thomas Hofmann 001 (NeurIPS, 2018)

Riemannian Adaptive Optimization Methods. - Gary Bécigneul; Octavian-Eugen Ganea (ICLR (Poster), 2019)

Poincare Glove: Hyperbolic Word Embeddings. - Alexandru Tifrea; Gary Bécigneul; Octavian-Eugen Ganea (ICLR (Poster), 2019)

Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities. - Octavian Ganea; Sylvain Gelly; Gary Bécigneul; Aliaksei Severyn (ICML, 2019)

A Continuous-time Perspective for Modeling Acceleration in Riemannian Optimization. - Foivos Alimisis; Antonio Orvieto; Gary Bécigneul; Aurélien Lucchi (AISTATS, 2020)

Mixed-curvature Variational Autoencoders. - Ondrej Skopek; Octavian-Eugen Ganea; Gary Bécigneul (ICLR, 2020)

Constant Curvature Graph Convolutional Networks. - Gregor Bachmann; Gary Bécigneul; Octavian Ganea (ICML, 2020)

Crackovid: Optimizing Group Testing. - Louis Abraham; Gary Bécigneul; Bernhard Schölkopf (CoRR, 2020)

Optimal Transport Graph Neural Networks. - Gary Bécigneul; Octavian-Eugen Ganea; Benson Chen; Regina Barzilay; Tommi S. Jaakkola (CoRR, 2020)

Bloom Origami Assays: Practical Group Testing. - Louis Abraham; Gary Bécigneul; Benjamin Coleman; Bernhard Schölkopf; Anshumali Shrivastava; Alexander J. Smola (CoRR, 2020)

Computationally Tractable Riemannian Manifolds for Graph Embeddings. - Calin Cruceru; Gary Bécigneul; Octavian-Eugen Ganea (AAAI, 2021)

Momentum Improves Optimization on Riemannian Manifolds. - Foivos Alimisis; Antonio Orvieto; Gary Bécigneul; Aurélien Lucchi (AISTATS, 2021)

Environment and Speaker Related Emotion Recognition in Conversations. - Zebin Zhong; Shiqi Yang; Gary Bécigneul (CONF-CDS, 2021)

On the Geometry of Data Representations. - Gary Bécigneul (2021)

Explicit Word Density Estimation for Language Modelling. - Jovan Andonov; Octavian Ganea; Paulina Grnarova; Gary Bécigneul; Thomas Hofmann 001 (CoRR, 2024)