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optimal transport

945 papers

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Also known as

OPT MOT OT AOT UOT

Co-occurring keywords

wasserstein distance (417) domain adaptation (4578) sinkhorn algorithm (63) entropic regularization (53) generative model (2889) unsupervised learning (3255) generative adversarial network (1939) wasserstein barycenter (46) representation learning (6174) probability distribution (265)

Papers

Cycle Consistent Probability Divergences Across Different Spaces AISTATS 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics COLING 2022
On the Complementarity between Pre-Training and Random-Initialization for Resource-Rich Machine Translation COLING 2022
Optimal transport with $f$-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022
OTExtSum: Extractive Text Summarisation with Optimal Transport NAACL 2022
Word-Label Alignment for Event Detection: A New Perspective via Optimal Transport NAACL 2022
Dynamic Topic Models for Temporal Document Networks ICML 2022
Order Constraints in Optimal Transport ICML 2022
Discrete Probabilistic Inverse Optimal Transport ICML 2022
On Transportation of Mini-batches: A Hierarchical Approach ICML 2022
Optimal Clipping and Magnitude-aware Differentiation for Improved Quantization-aware Training ICML 2022
Accurate Quantization of Measures via Interacting Particle-based Optimization ICML 2022
Measure Estimation in the Barycentric Coding Model ICML 2022
Distribution Regression with Sliced Wasserstein Kernels ICML 2022
Transport-Oriented Feature Aggregation for Speaker Embedding Learning INTERSPEECH 2022
Equal Bits: Enforcing Equally Distributed Binary Network Weights AAAI 2022
fGOT: Graph Distances Based on Filters and Optimal Transport AAAI 2022
Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022
Many processors, little time: MCMC for partitions via optimal transport couplings AISTATS 2022
Randomized Stochastic Gradient Descent Ascent AISTATS 2022
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022
UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery AAAI 2022
Optimal Tensor Transport AAAI 2022
Nearly Tight Convergence Bounds for Semi-discrete Entropic Optimal Transport AISTATS 2022
Entropic Gromov-Wasserstein between Gaussian Distributions ICML 2022