Why Can GPT Learn In-Context? Language Models Implicitly Perform Gradient Descent as Meta-Optimizers Dec 20, 2022 In-Context Learning Open-Ended Question Answering
Code Code Available 0Most Important Person-guided Dual-branch Cross-Patch Attention for Group Affect Recognition Dec 14, 2022 Open-Ended Question Answering
— Unverified 0Spatial-temporal traffic modeling with a fusion graph reconstructed by tensor decomposition Dec 12, 2022 Open-Ended Question Answering Tensor Decomposition
— Unverified 0Pretrained Diffusion Models for Unified Human Motion Synthesis Dec 6, 2022 Motion Generation Motion Synthesis
— Unverified 0A Revenue Function for Comparison-Based Hierarchical Clustering Nov 29, 2022 Clustering Open-Ended Question Answering
Code Code Available 0Understanding the Impact of Adversarial Robustness on Accuracy Disparity Nov 28, 2022 Adversarial Robustness Open-Ended Question Answering
Code Code Available 0Accelerated Riemannian Optimization: Handling Constraints with a Prox to Bound Geometric Penalties Nov 26, 2022 Open-Ended Question Answering Riemannian optimization
— Unverified 0Mitigating Relational Bias on Knowledge Graphs Nov 26, 2022 Graph Representation Learning Knowledge Graphs
— Unverified 0Transfer learning for tensor Gaussian graphical models Nov 17, 2022 Functional Connectivity Open-Ended Question Answering
— Unverified 0Searching for Carriers of the Diffuse Interstellar Bands Across Disciplines, using Natural Language Processing Nov 15, 2022 Articles Open-Ended Question Answering
— Unverified 0Prompting Language Models for Linguistic Structure Nov 15, 2022 Chunking In-Context Learning
— Unverified 0Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems Nov 14, 2022 Data Augmentation Open-Ended Question Answering
— Unverified 0An algebraic approach to spike-time neural codes in the hippocampus Nov 12, 2022 Hippocampus Open-Ended Question Answering
— Unverified 0The Architectural Bottleneck Principle Nov 11, 2022 Open-Ended Question Answering
— Unverified 0When Less is More: On the Value of "Co-training" for Semi-Supervised Software Defect Predictors Nov 10, 2022 Open-Ended Question Answering
Code Code Available 0Intelligent Omni-Surfaces Aided Wireless Communications: Does the Reciprocity Hold? Nov 6, 2022 Open-Ended Question Answering
— Unverified 0Near-optimal multiple testing in Bayesian linear models with finite-sample FDR control Nov 4, 2022 Open-Ended Question Answering Variable Selection
Code Code Available 0P4P: Conflict-Aware Motion Prediction for Planning in Autonomous Driving Nov 3, 2022 Autonomous Driving Autonomous Vehicles
— Unverified 0Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Nov 2, 2022 Answer Generation Fact Verification
— Unverified 0Quasi-Newton Steps for Efficient Online Exp-Concave Optimization Nov 2, 2022 Open-Ended Question Answering
— Unverified 0Robust utility maximisation under proportional transaction costs for càdlàg price processes Nov 1, 2022 Open-Ended Question Answering
— Unverified 0Preventing Verbatim Memorization in Language Models Gives a False Sense of Privacy Oct 31, 2022 Memorization Open-Ended Question Answering
— Unverified 0HSVI can solve zero-sum Partially Observable Stochastic Games Oct 26, 2022 Decision Making Heuristic Search
— Unverified 0Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs Oct 24, 2022 Navigate Open-Ended Question Answering
— Unverified 0Quantifying Complexity: An Object-Relations Approach to Complex Systems Oct 22, 2022 Object Open-Ended Question Answering
— Unverified 0Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis Oct 19, 2022 Backdoor Attack Data Augmentation
— Unverified 0On the Adversarial Robustness of Mixture of Experts Oct 19, 2022 Adversarial Robustness Mixture-of-Experts
— Unverified 0Evaluation of the Synthetic Electronic Health Records Oct 16, 2022 Open-Ended Question Answering Synthetic Data Evaluation
— Unverified 0Double Bubble, Toil and Trouble: Enhancing Certified Robustness through Transitivity Oct 12, 2022 Open-Ended Question Answering
Code Code Available 0KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding Oct 8, 2022 document understanding Knowledge Graphs
Code Code Available 0Are Representations Built from the Ground Up? An Empirical Examination of Local Composition in Language Models Oct 7, 2022 Open-Ended Question Answering
Code Code Available 0MuRAG: Multimodal Retrieval-Augmented Generator for Open Question Answering over Images and Text Oct 6, 2022 Open-Ended Question Answering Question Answering
— Unverified 0Nanoscopic distribution of VAChT and VGLUT3 in striatal cholinergic varicosities suggests colocalization and segregation of the two transporters in synaptic vesicles Oct 6, 2022 Open-Ended Question Answering Super-Resolution
— Unverified 0Connecting Surrogate Safety Measures to Crash Probablity via Causal Probabilistic Time Series Prediction Oct 4, 2022 counterfactual Open-Ended Question Answering
— Unverified 0The (In)Effectiveness of Intermediate Task Training For Domain Adaptation and Cross-Lingual Transfer Learning Oct 3, 2022 Cross-Lingual Transfer Domain Adaptation
— Unverified 0Artificial Replay: A Meta-Algorithm for Harnessing Historical Data in Bandits Sep 30, 2022 Open-Ended Question Answering
Code Code Available 0Sentiment is all you need to win US Presidential elections Sep 27, 2022 All Open-Ended Question Answering
— Unverified 0Interpreting the Mechanism of Synergism for Drug Combinations Using Attention-Based Hierarchical Graph Pooling Sep 19, 2022 Graph Neural Network Open-Ended Question Answering
— Unverified 0Gradient Norm Minimization of Nesterov Acceleration: o(1/k^3) Sep 19, 2022 Open-Ended Question Answering
— Unverified 0Structured Knowledge Grounding for Question Answering Sep 17, 2022 Knowledge Graphs Open-Ended Question Answering
— Unverified 0On the Convergence of Monte Carlo UCB for Random-Length Episodic MDPs Sep 7, 2022 Open-Ended Question Answering Q-Learning
— Unverified 0Near-Optimal Φ-Regret Learning in Extensive-Form Games Aug 20, 2022 Form Open-Ended Question Answering
— Unverified 0NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data Aug 17, 2022 Federated Learning Open-Ended Question Answering
— Unverified 0Action Recognition based on Cross-Situational Action-object Statistics Aug 15, 2022 Action Recognition Object
Code Code Available 0Understanding Masked Image Modeling via Learning Occlusion Invariant Feature Aug 8, 2022 Contrastive Learning Open-Ended Question Answering
— Unverified 0Deep Machine Learning Reconstructing Lattice Topology with Strong Thermal Fluctuations Aug 8, 2022 Open-Ended Question Answering
— Unverified 0Online Lewis Weight Sampling Jul 17, 2022 Open-Ended Question Answering regression
— Unverified 0Online Prediction in Sub-linear Space Jul 16, 2022 Open-Ended Question Answering Prediction
— Unverified 0On Merging Feature Engineering and Deep Learning for Diagnosis, Risk-Prediction and Age Estimation Based on the 12-Lead ECG Jul 13, 2022 Age Estimation BIG-bench Machine Learning
— Unverified 0Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm Jul 11, 2022 Open-Ended Question Answering Triplet
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