Deep Learning

Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023 TRAMS: Training-free Memory Selection for Long-range Language Modeling EMNLP 2023 Transfer4D: A Framework for Frugal Motion Capture and Deformation Transfer CVPR 2023 Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability ICML 2023 Ushoshi2023 at BLP-2023 Task 2: A Comparison of Traditional to Advanced Linguistic Models to Analyze Sentiment in Bangla Texts EMNLP 2023 Voice Passing : a Non-Binary Voice Gender Prediction System for evaluating Transgender voice transition Interspeech 2023 Which Shortcut Solution Do Question Answering Models Prefer to Learn? AAAI 2023 Wrapped Cauchy Distributed Angular Softmax for Long-Tailed Visual Recognition ICML 2023 Accurate Online Posterior Alignments for Principled Lexically-Constrained Decoding ACL 2022 A Copy-Augmented Generative Model for Open-Domain Question Answering ACL 2022 Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets ICML 2022 A Dynamical System Perspective for Lipschitz Neural Networks ICML 2022 A Fusion-Denoising Attack on InstaHide with Data Augmentation AAAI 2022 A Low-Cost & Real-Time Motion Capture System CVPR 2022 “Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022 A Momentumized, Adaptive, Dual Averaged Gradient Method JMLR 2022 Analyzing Biases to Spurious Correlations in Text Classification Tasks AACL 2022 An Empirical Study of Memorization in NLP ACL 2022 An Error Analysis of Generative Adversarial Networks for Learning Distributions JMLR 2022 Aspect Is Not You Need: No-aspect Differential Sentiment Framework for Aspect-based Sentiment Analysis NAACL 2022 Assessing Combinational Generalization of Language Models in Biased Scenarios AACL 2022 A Study of Syntactic Multi-Modality in Non-Autoregressive Machine Translation NAACL 2022 Asymptotic Study of Stochastic Adaptive Algorithms in Non-convex Landscape JMLR 2022 A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce AAAI 2022 Autoencoder-Based Tongue Shape Estimation During Continuous Speech Interspeech 2022