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Papers
From Knowledge to Noise: CTIM-Rover and the Pitfalls of Episodic Memory in Software Engineering Agents
ACL 2025
Growing Through Experience: Scaling Episodic Grounding in Language Models
ACL 2025
Human-inspired Episodic Memory for Infinite Context LLMs
ICLR 2025
Memory Gym: Towards Endless Tasks to Benchmark Memory Capabilities of Agents
JMLR 2025
MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory
ICLR 2025
Planning from Imagination: Episodic Simulation and Episodic Memory for Vision-and-Language Navigation
AAAI 2025
Pre-Storage Reasoning for Episodic Memory: Shifting Inference Burden to Memory for Personalized Dialogue
EMNLP 2025
PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process
EMNLP 2025
Privacy-Aware Lifelong Learning
ICLR 2025
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
ICLR 2025
Continual learning of multi-modal dynamics with external memory
L4DC 2024
Diversifying Training Pool Predictability for Zero-shot Coordination: A Theory of Mind Approach
IJCAI 2024
Efficient Episodic Memory Utilization of Cooperative Multi-Agent Reinforcement Learning
ICLR 2024
Episodic Memory Retrieval from LLMs: A Neuromorphic Mechanism to Generate Commonsense Counterfactuals for Relation Extraction
ACL 2024
Larimar: Large Language Models with Episodic Memory Control
ICML 2024
Linking In-context Learning in Transformers to Human Episodic Memory
NeurIPS 2024
OpenEQA: Embodied Question Answering in the Era of Foundation Models
CVPR 2024
Spatially-Aware Transformers for Embodied Agents
ICLR 2024
Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences
NeurIPS 2024
Volumetric Environment Representation for Vision-Language Navigation
CVPR 2024
A Machine with Short-Term, Episodic, and Semantic Memory Systems
AAAI 2023
Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems
AAAI 2023
DEIR: Efficient and Robust Exploration through Discriminative-Model-Based Episodic Intrinsic Rewards
IJCAI 2023
Episodic Memory For Domain-Adaptable, Robust Speech Emotion Recognition
Interspeech 2023
Few-shot Generation via Recalling Brain-Inspired Episodic-Semantic Memory
NeurIPS 2023