Vin Sachidananda

Tail Batch Sampling: Approximating Global Contrastive Losses as Optimization over Batch Assignments

Chenguang Zhu, Ziyi Yang, Vin Sachidananda, 2022, ArXiv.

Approximating Global Contrastive Losses as Optimization over Batch Assignments

Chenguang Zhu, Ziyi Yang, Vin Sachidananda, 2022 .

Efficient Domain Adaptation of Language Models via Adaptive Tokenization pdf

Jason S. Kessler, Vin Sachidananda, Yi-an Lai, 2021, SUSTAINLP.

Global Selection of Contrastive Batches via Optimization on Sample Permutations

Chenguang Zhu, Ziyi Yang, Vin Sachidananda, 2022, ICML.

CALM: Contrastive Aligned Audio-Language Multirate and Multimodal Representations

S. Kajarekar, P. Georgiou, E. Marchi, 2022, ArXiv.

The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation

Vin Sachidananda, B. Prabhakar, Zi Yin, 2018, Neural Information Processing Systems.

Filtered Inner Product Projection for Multilingual Embedding Alignment pdf

Ziyi Yang, Chenguang Zhu, Vin Sachidananda, 2020, ArXiv.

Filtered Inner Product Projection for Crosslingual Embedding Alignment

Chenguang Zhu, Vin Sachidananda, Ziyi Yang, 2021, ICLR.