Paparazzi: A Deep Dive into the Capabilities of Language and Vision Models for Grounding Viewpoint Descriptions Feb 13, 2023 Object Open-Ended Question Answering
— Unverified 0Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Feb 12, 2023 Multi-hop Question Answering Open-Ended Question Answering
Code Code Available 1Convergence of the Euler--Maruyama particle scheme for a regularised McKean--Vlasov equation arising from the calibration of local-stochastic volatility models Feb 1, 2023 Open-Ended Question Answering
— Unverified 0Fast, Sample-Efficient, Affine-Invariant Private Mean and Covariance Estimation for Subgaussian Distributions Jan 28, 2023 Open-Ended Question Answering
— Unverified 0A Robust Optimisation Perspective on Counterexample-Guided Repair of Neural Networks Jan 26, 2023 Open-Ended Question Answering
Code Code Available 0Predicting attractors from spectral properties of stylized gene regulatory networks Jan 25, 2023 Open-Ended Question Answering
— Unverified 0Doubly Adversarial Federated Bandits Jan 22, 2023 Open-Ended Question Answering
— Unverified 0Accelerating Multi-Agent Planning Using Graph Transformers with Bounded Suboptimality Jan 20, 2023 Multi-Agent Path Finding Open-Ended Question Answering
— Unverified 0Asymptotic normality and optimality in nonsmooth stochastic approximation Jan 16, 2023 Open-Ended Question Answering
— Unverified 0Predictive World Models from Real-World Partial Observations Jan 12, 2023 Continual Learning Open-Ended Question Answering
Code Code Available 0Exit 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 0Toward Building General Foundation Models for Language, Vision, and Vision-Language Understanding Tasks Jan 12, 2023 Cross-Modal Retrieval Open-Ended Question Answering
Code Code Available 0Rethinking complex-valued deep neural networks for monaural speech enhancement Jan 11, 2023 Open-Ended Question Answering Speech Enhancement
— Unverified 0A Unified Theory of Diversity in Ensemble Learning Jan 10, 2023 Diversity Ensemble Learning
Code Code Available 0FGAHOI: Fine-Grained Anchors for Human-Object Interaction Detection Jan 8, 2023 Human-Object Interaction Detection Object
Code Code Available 1Investigations on convergence behaviour of Physics Informed Neural Networks across spectral ranges and derivative orders Jan 7, 2023 Open-Ended Question Answering
— Unverified 0BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud Registration Jan 1, 2023 Computational Efficiency Open-Ended Question Answering
Code Code Available 1Large Language Models Encode Clinical Knowledge Dec 26, 2022 Clinical Knowledge MedQA
Code Code Available 1A Labelled Sample Compression Scheme of Size at Most Quadratic in the VC Dimension Dec 24, 2022 Open-Ended Question Answering
— Unverified 0Training language models to summarize narratives improves brain alignment Dec 21, 2022 Language Modeling Language Modelling
Code Code Available 1RangeAugment: Efficient Online Augmentation with Range Learning Dec 20, 2022 Knowledge Distillation object-detection
Code Code Available 0Why 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 0Does CLIP Bind Concepts? Probing Compositionality in Large Image Models Dec 20, 2022 Language Modeling Language Modelling
Code Code Available 1Most 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 0Prompting Language Models for Linguistic Structure Nov 15, 2022 Chunking In-Context Learning
— Unverified 0Searching for Carriers of the Diffuse Interstellar Bands Across Disciplines, using Natural Language Processing Nov 15, 2022 Articles Open-Ended Question Answering
— 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 0Quasi-Newton Steps for Efficient Online Exp-Concave Optimization Nov 2, 2022 Open-Ended Question Answering
— Unverified 0Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Nov 2, 2022 Answer Generation Fact Verification
— 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 0Instance Segmentation for Chinese Character Stroke Extraction, Datasets and Benchmarks Oct 25, 2022 Font Generation Instance Segmentation
Code Code Available 1Neural 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 0