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Collection's Items (Sorted by Submit Date in Descending order): 41 to 60 of 187
| Title | Author(s) | Issue Date | |
|---|---|---|---|
A THEORETICAL ANALYSIS ON FEATURE LEARNING IN NEURAL NETWORKS: EMERGENCE FROM INPUTS AND ADVANTAGE OVER FIXED FEATURES Proceeding/Conference:ICLR 2022 - 10th International Conference on Learning Representations | 2022 | ||
TOWARDS EVALUATING THE ROBUSTNESS OF NEURAL NETWORKS LEARNED BY TRANSDUCTION Proceeding/Conference:ICLR 2022 - 10th International Conference on Learning Representations | 2022 | ||
Deep Online Fused Video Stabilization Proceeding/Conference:Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022 | 2022 | ||
ATOM: Robustifying Out-of-Distribution Detection Using Outlier Mining Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2021 | ||
Sketching Transformed Matrices with Applications to Natural Language Processing Proceeding/Conference:Proceedings of Machine Learning Research | 2020 | ||
A new view of multi-modal language analysis: Audio and video features as text “Styles” Proceeding/Conference:EACL 2021 - 16th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference | 2021 | ||
Learning relationships between text, audio, and video via deep canonical correlation for multimodal language analysis Proceeding/Conference:AAAI 2020 - 34th AAAI Conference on Artificial Intelligence | 2020 | ||
Can Adversarial Weight Perturbations Inject Neural Backdoors Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings | 2020 | ||
Domain Adapted Word Embeddings for Improved Sentiment Classification Proceeding/Conference:Proceedings of the Annual Meeting of the Association for Computational Linguistics | 2018 | ||
A simple but tough-to-beat baseline for sentence embeddings Proceeding/Conference:5th International Conference on Learning Representations, ICLR 2017 - Conference Track Proceedings | 2017 | ||
Shallow domain adaptive embeddings for sentiment analysis Proceeding/Conference:EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference | 2019 | ||
Diverse neural network learns true target functions Proceeding/Conference:Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, AISTATS 2017 | 2017 | ||
Learning Mixtures of Linear Regressions with Nearly Optimal Complexity Proceeding/Conference:Proceedings of Machine Learning Research | 2018 | ||
Towards understanding limitations of pixel discretization against adversarial attacks Proceeding/Conference:Proceedings - 4th IEEE European Symposium on Security and Privacy, EURO S and P 2019 | 2019 | ||
Domain adapted word embeddings for improved sentiment classification Proceeding/Conference:ACL 2018 - 56th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers) | 2018 | ||
Generalization and equilibrium in generative adversarial nets (GANs) Proceeding/Conference:34th International Conference on Machine Learning, ICML 2017 | 2017 | ||
Provable alternating gradient descent for non-negative matrix factorization with strong correlations Proceeding/Conference:34th International Conference on Machine Learning, ICML 2017 | 2017 | ||
Matrix completion and related problems via strong duality Proceeding/Conference:Leibniz International Proceedings in Informatics, LIPIcs | 2018 | ||
Recovery guarantee of non-negative matrix factorization via alternating updates Proceeding/Conference:Advances in Neural Information Processing Systems | 2016 | ||
Recovery guarantee of weighted low-rank approximation via alternating minimization Proceeding/Conference:33rd International Conference on Machine Learning, ICML 2016 | 2016 |
Collection's Items (Sorted by Submit Date in Descending order): 41 to 60 of 187