Search Results for author: Jianyou Wang

Found 6 papers, 4 papers with code

IR2: Information Regularization for Information Retrieval

1 code implementation25 Feb 2024 Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Weili Cao, Ramamohan Paturi, Leon Bergen

This approach, representing a novel application of regularization techniques in synthetic data creation for IR, is tested on three recent IR tasks characterized by complex queries: DORIS-MAE, ArguAna, and WhatsThatBook.

Information Retrieval Retrieval +1

DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries

1 code implementation7 Oct 2023 Jianyou Wang, Kaicheng Wang, Xiaoyue Wang, Prudhviraj Naidu, Leon Bergen, Ramamohan Paturi

In scientific research, the ability to effectively retrieve relevant documents based on complex, multifaceted queries is critical.

Retrieval

There Once Was a Really Bad Poet, It Was Automated but You Didn't Know It

1 code implementation5 Mar 2021 Jianyou Wang, Xiaoxuan Zhang, Yuren Zhou, Christopher Suh, Cynthia Rudin

Limerick generation exemplifies some of the most difficult challenges faced in poetry generation, as the poems must tell a story in only five lines, with constraints on rhyme, stress, and meter.

Cryo-ZSSR: multiple-image super-resolution based on deep internal learning

no code implementations22 Nov 2020 Qinwen Huang, Ye Zhou, Xiaochen Du, Reed Chen, Jianyou Wang, Cynthia Rudin, Alberto Bartesaghi

Single-particle cryo-electron microscopy (cryo-EM) is an emerging imaging modality capable of visualizing proteins and macro-molecular complexes at near-atomic resolution.

Image Super-Resolution

Speech Emotion Recognition with Dual-Sequence LSTM Architecture

no code implementations20 Oct 2019 Jianyou Wang, Michael Xue, Ryan Culhane, Enmao Diao, Jie Ding, Vahid Tarokh

Speech Emotion Recognition (SER) has emerged as a critical component of the next generation human-machine interfacing technologies.

Speech Emotion Recognition

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