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Collection's Items (Sorted by Submit Date in Descending order): 101 to 120 of 294
| Title | Author(s) | Issue Date | |
|---|---|---|---|
When and How Does Known Class Help Discover Unknown Ones? Provable Understanding Through Spectral Analysis Proceeding/Conference:Proceedings of Machine Learning Research | 2023 | ||
Learning Entangled Single-Sample Distributions via Iterative Trimming Proceeding/Conference:Proceedings of Machine Learning Research | 2020 | ||
Learning Entangled Single-Sample Gaussians in the Subset-of-Signals Model Proceeding/Conference:Proceedings of Machine Learning Research | 2020 | ||
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 | ||
Detecting Errors and Estimating Accuracy on Unlabeled Data with Self-training Ensembles Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | ||
Deep Online Fused Video Stabilization Proceeding/Conference:Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022 | 2022 | ||
PBoS: Probabilistic bag-of-subwords for generalizing word embedding Proceeding/Conference:Findings of the Association for Computational Linguistics Findings of ACL: EMNLP 2020 | 2020 | ||
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 | ||
Functional regularization for representation learning: A unified theoretical perspective Proceeding/Conference:Advances in Neural Information Processing Systems | 2020 | ||
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 | ||
GRADIENTS AS FEATURES FOR DEEP REPRESENTATION LEARNING Proceeding/Conference:8th International Conference on Learning Representations, ICLR 2020 | 2020 | ||
Can Adversarial Weight Perturbations Inject Neural Backdoors Proceeding/Conference:International Conference on Information and Knowledge Management, Proceedings | 2020 | ||
Robust attribution regularization Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | ||
N-gram graph: Simple unsupervised representation for graphs, with applications to molecules Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | ||
Domain Adapted Word Embeddings for Improved Sentiment Classification Proceeding/Conference:Proceedings of the Annual Meeting of the Association for Computational Linguistics | 2018 | ||
Learning and generalization in overparameterized neural networks, going beyond two layers Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | ||
Loss-Balanced task weighting to reduce negative transfer in multi-task learning Proceeding/Conference:33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 | 2019 |
Collection's Items (Sorted by Submit Date in Descending order): 101 to 120 of 294