Ruslan Salakhutdinov

University of New Brunswick

Computer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 16 papers. Top paper: “Reducing the Dimensionality of Data with Neural Networks”.

Reducing the Dimensionality of Data with Neural Networks

Science(2006)10.1126/science.1127647

N/A

1.5DataRank · unranked

20744 citations

R. R. Salakhutdinov, Geoffrey E. Hinton, Ruslan Salakhutdinov

Towards Debiasing Sentence Representations

(2020)10.18653/v1/2020.acl-main.488

N/A

0DataRank · unranked

151 citations

Irene Li, Emily Zheng, Yao Chong Lim, Ruslan Salakhutdinov, Louis–Philippe Morency +1 more

Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment

arXiv (Cornell University)(2021)10.1145/3474085.3475247

N/A

0DataRank · unranked

4 citations

Peter Wu, Liu Ziyin, Louis–Philippe Morency, Ruslan Salakhutdinov, Paul Pu Liang

StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer

arXiv (Cornell University)(2021)10.18653/v1/2021.naacl-main.171

N/A

0DataRank · unranked

1 citations

Paul Pu Liang, Hai Pham, Eduard Hovy, Barnabás Póczos, Ruslan Salakhutdinov +2 more

Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data

arXiv (Cornell University)(2021)10.18653/v1/2021.acl-long.322

N/A

0DataRank · unranked

0 citations

Terrance Liu, Anna Cai, Michał Muszyński, Ryo Ishii, Nick Allen +5 more

DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations

(2022)10.1145/3514094.3534148

N/A

0DataRank · unranked

29 citations

Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis–Philippe Morency, Yiwei Lyu

Uncertainty Quantification with Pre-trained Language Models: A Large-Scale Empirical Analysis

(2022)10.18653/v1/2022.findings-emnlp.538

N/A

0DataRank · unranked

28 citations

Paul Pu Liang, Umang Bhatt, Willie Neiswanger, Ruslan Salakhutdinov, Louis–Philippe Morency +1 more

Factorized Contrastive Learning: Going Beyond Multi-view Redundancy

arXiv (Cornell University)(2023)10.48550/arxiv.2306.05268

N/A

0DataRank · unranked

15 citations

Zihao Deng, Martin Ma, James Zou, Louis–Philippe Morency, Ruslan Salakhutdinov +1 more

Multimodal Fusion Interactions: A Study of Human and Automatic Quantification

INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION(2023)10.1145/3577190.3614151

N/A

0DataRank · unranked

5 citations

Yun Cheng, Ruslan Salakhutdinov, Louis–Philippe Morency, Paul Pu Liang

Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework

arXiv (Cornell University)(2023)10.48550/arxiv.2302.12247

N/A

0DataRank · unranked

3 citations

Yun Cheng, Xiang Fan, Chun Kai Ling, Suzanne Nie, Richard J. Chen +7 more

MultiViz: Towards User-Centric Visualizations and Interpretations of Multimodal Models

Rare & Special e-Zone (The Hong Kong University of Science and Technology)(2023)10.1145/3544549.3585604

N/A

0DataRank · unranked

3 citations

Yiwei Lyu, Gunjan Chhablani, Nihal Jain, Zihao Deng, Xingbo Wang +3 more

Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment

(2023)10.18653/v1/2023.acl-long.298

N/A

0DataRank · unranked

3 citations

Rulin Shao, Paul Pu Liang, Ruslan Salakhutdinov, Louis–Philippe Morency, Rohan Pandey

Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control

(2023)10.18653/v1/2023.findings-acl.758

N/A

0DataRank · unranked

3 citations

Yiwei Lyu, Paul Pu Liang, Ruslan Salakhutdinov, Louis–Philippe Morency, Xiang Fan

Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04539

N/A

0DataRank · unranked

1 citations

Chun Kai Ling, Yun Cheng, Alex Obolenskiy, Yudong Liu, Rohan Pandey +4 more

MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts

arXiv (Cornell University)(2023)10.48550/arxiv.2311.09580

N/A

0DataRank · unranked

1 citations

Qi, Zhengyang, Jang, Lawrence, Ruslan Salakhutdinov, Louis–Philippe Morency, Paul Pu Liang +1 more

Multimodal Fusion Interactions: A Study of Human and Automatic Quantification

arXiv (Cornell University)(2023)10.48550/arxiv.2306.04125

N/A

0DataRank · unranked

0 citations

Yun Cheng, Ruslan Salakhutdinov, Louis–Philippe Morency, Paul Pu Liang