Distilling Knowledge Learned in BERT for Text Generation Nov 10, 2019 Language Modeling Language Modelling
Code Code Available 05 Distinguishing Cell Phenotype Using Cell Epigenotype Mar 20, 2020 Diversity Open-Ended Question Answering
Code Code Available 05 Combining Learned and Analytical Models for Predicting Action Effects from Sensory Data Oct 11, 2017 Open-Ended Question Answering
Code Code Available 05 Importance of Search and Evaluation Strategies in Neural Dialogue Modeling Nov 2, 2018 Dialogue Generation Diversity
Code Code Available 05 Learning Theory for Distribution Regression Nov 8, 2014 Density Estimation Learning Theory
Code Code Available 05 Path Planning Problems with Side Observations-When Colonels Play Hide-and-Seek May 27, 2019 Open-Ended Question Answering
Code Code Available 05 How intelligence can change the course of evolution Oct 1, 2017 Open-Ended Question Answering
Code Code Available 05 Rethinking the Role of Gradient-Based Attribution Methods for Model Interpretability Jun 16, 2020 Open-Ended Question Answering
Code Code Available 05 Evaluating Explanation Methods for Deep Learning in Security Jun 5, 2019 Computer Security Deep Learning
Code Code Available 05 2D-Shapley: A Framework for Fragmented Data Valuation Jun 18, 2023 counterfactual Data Valuation
Code Code Available 05 gradSLAM: Automagically differentiable SLAM Oct 23, 2019 Open-Ended Question Answering Representation Learning
Code Code Available 05 Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity Oct 12, 2022 Open-Ended Question Answering
Code Code Available 05 Adversarial and Perceptual Refinement for Compressed Sensing MRI Reconstruction Jun 28, 2018 compressed sensing MRI Reconstruction
Code Code Available 05 Speaking the Language of Your Listener: Audience-Aware Adaptation via Plug-and-Play Theory of Mind May 31, 2023 Language Modeling Language Modelling
Code Code Available 05 AutoRL Hyperparameter Landscapes Apr 5, 2023 AutoML Hyperparameter Optimization
Code Code Available 05 Stochastic subgradient method converges at the rate O(k^-1/4) on weakly convex functions Feb 8, 2018 Open-Ended Question Answering
Code Code Available 05 Action Recognition based on Cross-Situational Action-object Statistics Aug 15, 2022 Action Recognition Object
Code Code Available 05 Tackling unsupervised multi-source domain adaptation with optimism and consistency Sep 29, 2020 Domain Adaptation Open-Ended Question Answering
Code Code Available 05 Geolocating Political Events in Text May 29, 2019 Event Extraction Open-Ended Question Answering
Code Code Available 05 Full-Capacity Unitary Recurrent Neural Networks Oct 31, 2016 Open-Ended Question Answering Sequential Image Classification
Code Code Available 05 Capacity, Bandwidth, and Compositionality in Emergent Language Learning Oct 24, 2019 Open-Ended Question Answering Systematic Generalization
Code Code Available 05 The Role of Relevance in Fair Ranking May 9, 2023 Fairness Information Retrieval
Code Code Available 05 An Efficient Method for the Classification of Croplands in Scarce-Label Regions Mar 17, 2021 Classification Domain Adaptation
Code Code Available 05 Finding Physical Adversarial Examples for Autonomous Driving with Fast and Differentiable Image Compositing Oct 17, 2020 Autonomous Driving Bayesian Optimization
Code Code Available 05 Dynamics of specialization in neural modules under resource constraints Jun 4, 2021 BIG-bench Machine Learning Open-Ended Question Answering
Code Code Available 05 Extrinsic Evaluation of Cultural Competence in Large Language Models Jun 17, 2024 Open-Ended Question Answering Question Answering
Code Code Available 05 Implicit Regularization in Deep Learning May Not Be Explainable by Norms May 13, 2020 Deep Learning Matrix Completion
Code Code Available 05 Predictive World Models from Real-World Partial Observations Jan 12, 2023 Continual Learning Open-Ended Question Answering
Code Code Available 05 Ultra-Fast, Low-Storage, Highly Effective Coarse-grained Selection in Retrieval-based Chatbot by Using Deep Semantic Hashing Dec 17, 2020 Chatbot Open-Ended Question Answering
Code Code Available 05 Exit options sustain altruistic punishment and decrease the second-order free-riders, but it is not a panacea Jan 12, 2023 Open-Ended Question Answering
— Unverified 00 Evolving Three Dimension (3D) Abstract Art: Fitting Concepts by Language Apr 24, 2023 Open-Ended Question Answering
— Unverified 00 An analysis of the cost of hyper-parameter selection via split-sample validation, with applications to penalized regression Mar 28, 2019 Open-Ended Question Answering regression
— Unverified 00 Active Ranking from Pairwise Comparisons and when Parametric Assumptions Don't Help Jun 28, 2016 Open-Ended Question Answering
— Unverified 00 Boosting the Confidence of Near-Tight Generalization Bounds for Uniformly Stable Randomized Algorithms Sep 29, 2021 Generalization Bounds Open-Ended Question Answering
— Unverified 00 Evaluation of the Synthetic Electronic Health Records Oct 16, 2022 Open-Ended Question Answering Synthetic Data Evaluation
— Unverified 00 Fault-Tolerant Neural Networks from Biological Error Correction Codes Feb 25, 2022 Open-Ended Question Answering
— Unverified 00 Evaluation of Spectral Learning for the Identification of Hidden Markov Models Jul 22, 2015 Open-Ended Question Answering Time Series
— Unverified 00 Evaluation of Object Trackers in Distorted Surveillance Videos Apr 4, 2018 Object Object Tracking
— Unverified 00 Beyond EM Algorithm on Over-specified Two-Component Location-Scale Gaussian Mixtures May 23, 2022 Open-Ended Question Answering parameter estimation
— Unverified 00 Active Learning Graph Neural Networks via Node Feature Propagation Sep 25, 2019 Active Learning Node Classification
— Unverified 00 Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture Jan 2, 2018 Open-Ended Question Answering SSIM
— Unverified 00 Evaluating Machine Common Sense via Cloze Testing Jan 19, 2022 Common Sense Reasoning Open-Ended Question Answering
— Unverified 00 Better state exploration using action sequence equivalence Sep 29, 2021 Open-Ended Question Answering reinforcement-learning
— Unverified 00 Ethical Artificial Intelligence - An Open Question May 16, 2017 Ethics Open-Ended Question Answering
— Unverified 00 Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks Jan 16, 2022 Fact Verification Memorization
— Unverified 00 Evolutionary dynamics of incubation periods May 30, 2017 Open-Ended Question Answering
— Unverified 00 Escaping Saddle Points Faster with Stochastic Momentum Jun 5, 2021 Open-Ended Question Answering Stochastic Optimization
— Unverified 00 Exact MAP Inference by Avoiding Fractional Vertices Mar 8, 2017 Open-Ended Question Answering
— Unverified 00 An algebraic approach to spike-time neural codes in the hippocampus Nov 12, 2022 Hippocampus Open-Ended Question Answering
— Unverified 00 Exploiting the Sensitivity of L_2 Adversarial Examples to Erase-and-Restore Jan 1, 2020 Open-Ended Question Answering Sensitivity
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