{"total":59,"rows":[{"id":"2104.13478","title":"Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges","created":"2021-04-27","cited_by_count":1167,"area":null},{"id":"2103.03206","title":"Perceiver: General Perception with Iterative Attention","created":"2021-03-04","cited_by_count":1104,"area":null},{"id":"2107.14795","title":"Perceiver IO: A General Architecture for Structured Inputs & Outputs","created":"2021-07-30","cited_by_count":629,"area":null},{"id":"2102.09544","title":"Combinatorial optimization and reasoning with graph neural networks","created":"2021-02-18","cited_by_count":268,"area":null},{"id":"2204.13258","title":"Cross-modal Memory Networks for Radiology Report Generation","created":"2022-04-28","cited_by_count":185,"area":null},{"id":"2101.09624","title":"A Review of Speaker Diarization: Recent Advances with Deep Learning","created":"2021-01-24","cited_by_count":124,"area":null},{"id":"2103.01197","title":"Coordination Among Neural Modules Through a Shared Global Workspace","created":"2021-03-01","cited_by_count":85,"area":null},{"id":"2106.14342","title":"Stabilizing Equilibrium Models by Jacobian Regularization","created":"2021-06-28","cited_by_count":72,"area":null},{"id":"2103.16775","title":"Attention, please! A survey of Neural Attention Models in Deep Learning","created":"2021-03-31","cited_by_count":51,"area":null},{"id":"2105.08710","title":"Fast and Slow Learning of Recurrent Independent Mechanisms","created":"2021-05-18","cited_by_count":36,"area":null},{"id":"2206.02713","title":"Is a Modular Architecture Enough?","created":"2022-06-06","cited_by_count":36,"area":null},{"id":"2202.07135","title":"Compositional Scene Representation Learning via Reconstruction: A Survey","created":"2022-02-15","cited_by_count":27,"area":null},{"id":"2206.05056","title":"On Neural Architecture Inductive Biases for Relational Tasks","created":"2022-06-09","cited_by_count":26,"area":null},{"id":"2310.09753","title":"When can transformers reason with abstract symbols?","created":"2023-10-15","cited_by_count":24,"area":null},{"id":"2104.07635","title":"Time-Stamped Language Model: Teaching Language Models to Understand the Flow of Events","created":"2021-04-15","cited_by_count":22,"area":null},{"id":"2110.14056","title":"How to transfer algorithmic reasoning knowledge to learn new algorithms?","created":"2021-10-26","cited_by_count":22,"area":null},{"id":"2104.02726","title":"Creativity and Machine Learning: A Survey","created":"2021-04-06","cited_by_count":21,"area":null},{"id":"2110.09461","title":"In a Nutshell, the Human Asked for This: Latent Goals for Following Temporal Specifications","created":"2021-10-18","cited_by_count":17,"area":null},{"id":"2201.12032","title":"Neural Approximation of Graph Topological Features","created":"2022-01-28","cited_by_count":17,"area":null},{"id":"2206.04551","title":"A Relational Intervention Approach for Unsupervised Dynamics Generalization in Model-Based Reinforcement Learning","created":"2022-06-09","cited_by_count":15,"area":null},{"id":"2305.08698","title":"Continual Multimodal Knowledge Graph Construction","created":"2023-05-15","cited_by_count":15,"area":null},{"id":"2107.08881","title":"Reasoning-Modulated Representations","created":"2021-07-19","cited_by_count":13,"area":null},{"id":"2208.03374","title":"Learning to Generalize with Object-centric Agents in the Open World Survival Game Crafter","created":"2022-08-05","cited_by_count":13,"area":null},{"id":"2207.13649","title":"Explain My Surprise: Learning Efficient Long-Term Memory by Predicting Uncertain Outcomes","created":"2022-07-27","cited_by_count":11,"area":null},{"id":"2501.13200","title":"SRMT: Shared Memory for Multi-agent Lifelong Pathfinding","created":"2025-01-22","cited_by_count":8,"area":null},{"id":"2301.12305","title":"Composing Task Knowledge with Modular Successor Feature Approximators","created":"2023-01-28","cited_by_count":7,"area":null},{"id":"2305.15775","title":"Concept-Centric Transformers: Enhancing Model Interpretability through Object-Centric Concept Learning within a Shared Global Workspace","created":"2023-05-25","cited_by_count":7,"area":null},{"id":"2106.01096","title":"Learning to Rehearse in Long Sequence Memorization","created":"2021-06-02","cited_by_count":6,"area":null},{"id":"2101.04921","title":"Neural Sequence-to-grid Module for Learning Symbolic Rules","created":"2021-01-13","cited_by_count":5,"area":null},{"id":"2302.09458","title":"Learning Language Representations with Logical Inductive Bias","created":"2023-02-19","cited_by_count":5,"area":null},{"id":"2402.08856","title":"Approximation of relation functions and attention mechanisms","created":"2024-02-13","cited_by_count":5,"area":null},{"id":"2405.16727","title":"Disentangling and Integrating Relational and Sensory Information in Transformer Architectures","created":"2024-05-26","cited_by_count":5,"area":null},{"id":"2105.14108","title":"Efficient and robust multi-task learning in the brain with modular latent primitives","created":"2021-05-28","cited_by_count":4,"area":null},{"id":"2302.10503","title":"Reusable Slotwise Mechanisms","created":"2023-02-21","cited_by_count":4,"area":null},{"id":"2101.08675","title":"Adversarial Machine Learning in Text Analysis and Generation","created":"2021-01-14","cited_by_count":2,"area":null},{"id":"2109.08006","title":"Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning","created":"2021-09-16","cited_by_count":2,"area":null},{"id":"2207.08699","title":"Semantic Novelty Detection via Relational Reasoning","created":"2022-07-18","cited_by_count":2,"area":null},{"id":"2209.10818","title":"Memory-Augmented Graph Neural Networks: A Brain-Inspired Review","created":"2022-09-22","cited_by_count":2,"area":null},{"id":"2305.07565","title":"A Memory Model for Question Answering from Streaming Data Supported by Rehearsal and Anticipation of Coreference Information","created":"2023-05-12","cited_by_count":2,"area":null},{"id":"2310.03240","title":"Learning Hierarchical Relational Representations through Relational Convolutions","created":"2023-10-05","cited_by_count":2,"area":null},{"id":"2310.09297","title":"A Framework for Inference Inspired by Human Memory Mechanisms","created":"2023-10-01","cited_by_count":2,"area":null},{"id":"2110.09138","title":"State-Space Constraints Can Improve the Generalisation of the Differentiable Neural Computer to Input Sequences With Unseen Length","created":"2021-10-18","cited_by_count":1,"area":null},{"id":"2205.01639","title":"Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment","created":"2022-03-13","cited_by_count":1,"area":null},{"id":"2210.11394","title":"Solving Reasoning Tasks with a Slot Transformer","created":"2022-10-20","cited_by_count":1,"area":null},{"id":"2210.15510","title":"Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting","created":"2022-10-27","cited_by_count":1,"area":null},{"id":"2510.17830","title":"Multi-Agent Design Assistant for the Simulation of Inertial Fusion Energy","created":"2025-10-02","cited_by_count":1,"area":null},{"id":"2605.12049","title":"Scaling Laws and Tradeoffs in Recurrent Networks of Expressive Neurons","created":"2026-05-12","cited_by_count":1,"area":null},{"id":"2103.12686","title":"PAC-learning gains of Turing machines over circuits and neural networks","created":"2021-03-23","cited_by_count":0,"area":null},{"id":"2201.06147","title":"Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks","created":"2022-01-12","cited_by_count":0,"area":null},{"id":"2207.09710","title":"Learning Sequence Representations by Non-local Recurrent Neural Memory","created":"2022-07-20","cited_by_count":0,"area":null},{"id":"2209.01996","title":"Bridging Music and Text with Crowdsourced Music Comments: A Sequence-to-Sequence Framework for Thematic Music Comments Generation","created":"2022-09-05","cited_by_count":0,"area":null},{"id":"2306.01768","title":"A Quantitative Review on Language Model Efficiency Research","created":"2023-05-28","cited_by_count":0,"area":null},{"id":"2306.17181","title":"Unsupervised Text Embedding Space Generation Using Generative Adversarial Networks for Text Synthesis","created":"2023-06-19","cited_by_count":0,"area":null},{"id":"2311.02123","title":"RigLSTM: Recurrent Independent Grid LSTM for Generalizable Sequence Learning","created":"2023-11-03","cited_by_count":0,"area":null},{"id":"2403.14140","title":"Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks","created":"2024-03-21","cited_by_count":0,"area":null},{"id":"2406.06239","title":"I-MPN: Inductive Message Passing Network for Efficient Human-in-the-Loop Annotation of Mobile Eye Tracking Data","created":"2024-06-10","cited_by_count":0,"area":null},{"id":"2406.06976","title":"Discrete Dictionary-based Decomposition Layer for Structured Representation Learning","created":"2024-06-11","cited_by_count":0,"area":null},{"id":"2411.18645","title":"Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings","created":"2024-11-26","cited_by_count":0,"area":null},{"id":"2603.21100","title":"Learning Progressive Adaptation for Multi-Modal Tracking","created":"2026-03-22","cited_by_count":0,"area":null}],"next_cursor":null}