Showing 1–20 of 22 results
/ Date/ Name
Sep 7, 2018Metamorphic Relation Based Adversarial Attacks on Differentiable Neural ComputerSep 5, 2020Player Identification in Hockey Broadcast VideosNov 19, 2019Poison as a Cure: Detecting & Neutralizing Variable-Sized Backdoor Attacks in Deep Neural NetworksDec 21, 2019Jacobian Adversarially Regularized Networks for RobustnessJun 5, 2020CoCon: A Self-Supervised Approach for Controlled Text GenerationMay 9, 2022How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations?Oct 6, 2020Poison Attacks against Text Datasets with Conditional Adversarially Regularized AutoencoderDec 11, 2019What it Thinks is Important is Important: Robustness Transfers through Input GradientsMar 7, 2021RNA Alternative Splicing Prediction with Discrete Compositional Energy NetworkNov 28, 2021FastTrees: Parallel Latent Tree-Induction for Faster Sequence EncodingNov 28, 2021ORCHARD: A Benchmark For Measuring Systematic Generalization of Multi-Hierarchical ReasoningMay 8, 2022A Survey on AI Sustainability: Emerging Trends on Learning Algorithms and Research ChallengesJan 23, 2026The Triangle of Similarity: A Multi-Faceted Framework for Comparing Neural Network RepresentationsSep 27, 2025How to Make Large Language Models Generate 100% Valid Molecules?Nov 15, 2025To Align or Not to Align: Strategic Multimodal Representation Alignment for Optimal PerformanceFeb 17, 2021Beyond Fully-Connected Layers with Quaternions: Parameterization of Hypercomplex Multiplications with $1/n$ ParametersSep 22, 2025Can LLMs Reason Over Non-Text Modalities in a Training-Free Manner? A Case Study with In-Context Representation LearningApr 20, 2026How Creative Are Large Language Models in Generating Molecules?Nov 15, 2022Pretraining ECG Data with Adversarial Masking Improves Model Generalizability for Data-Scarce TasksJul 7, 2021Deep Extrapolation for Attribute-Enhanced Generation