Equivariant Transduction through Invariant Alignment

22 September 2022

Papers citing "Equivariant Transduction through Invariant Alignment"

16 / 16 papers shown

Title
Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks Ashwin Samudre Mircea Petrache Brian D. Nord Shubhendu Trivedi 134 2 0 18 Sep 2024
Approximation-Generalization Trade-offs under (Approximate) Group Equivariance Mircea Petrache Shubhendu Trivedi 71 25 0 27 May 2023
Lexicon Learning for Few-Shot Neural Sequence Modeling Ekin Akyürek Jacob Andreas 79 33 0 07 Jun 2021
Compositional Generalization by Learning Analytical Expressions Qian Liu Shengnan An Jian-Guang Lou Bei Chen Zeqi Lin Yan Gao Bin Zhou Nanning Zheng Dongmei Zhang CoGe NAI 59 73 0 18 Jun 2020
A Benchmark for Systematic Generalization in Grounded Language Understanding Laura Ruis Jacob Andreas Marco Baroni Diane Bouchacourt Brenden M. Lake 69 144 0 11 Mar 2020
CLOSURE: Assessing Systematic Generalization of CLEVR Models Dzmitry Bahdanau H. D. Vries Timothy J. O'Donnell Shikhar Murty Philippe Beaudoin Yoshua Bengio Aaron Courville NAI 62 90 0 12 Dec 2019
Compositionality decomposed: how do neural networks generalise? Dieuwke Hupkes Verna Dankers Mathijs Mul Elia Bruni CoGe 158 338 0 22 Aug 2019
Compositional generalization through meta sequence-to-sequence learning Brenden M. Lake CoGe 83 199 0 12 Jun 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 66 103 0 22 Apr 2019
Hard Non-Monotonic Attention for Character-Level Transduction Shijie Wu Pamela Shapiro Ryan Cotterell 72 42 0 29 Aug 2018
On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups Risi Kondor Shubhendu Trivedi MLT 114 500 0 11 Feb 2018
Equivariance Through Parameter-Sharing Siamak Ravanbakhsh J. Schneider Barnabás Póczós 92 258 0 27 Feb 2017
Group Equivariant Convolutional Networks Taco S. Cohen Max Welling BDL 171 1,945 0 24 Feb 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 413 7,969 0 17 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 2.1K 150,312 0 22 Dec 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014