Awesome Memory Papers in Vision-Language Models
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Updated
Oct 4, 2026
Awesome Memory Papers in Vision-Language Models
An AI partner with true active memory. She keeps a diary in her own voice, digests her days in nightly dreams, knows what today is, and comes back tomorrow remembering the life you share. Voice, desktop avatar (Live2D / VRM / three.js / html vanilla), a multi-layered self. Companionship is one use case; the memory is the point. Runs on Claude Code.
Long-term memory infrastructure for .NET AI agents with semantic, temporal, spatial and robotics memory, hybrid retrieval, and pluggable providers.
LLM-agnostic memory layer for AI agents. No embeddings, no vector DB — just fast, structured, temporal memory that any LLM can consume as plain text.
Self-hosted memory + evidence layer for AI agents (Claude Code, Codex, Hermes, ...) — embeddable Go library, MCP / HTTP / CLI, evidence-backed claims, bitemporal recall, axi-go execution kernel with JSONL audit + token budgets, cosign-signed releases with SLSA L3 provenance. No vendor cloud, no per-call billing.
A memory your coding assistant can search, kept in one file on your disk. It knows when a fact was true and where it came from. No server, nothing uploaded.
Local-first memory kernel for coding agents: MCP-native, temporal, auditable, source-keyed, and benchmarked.
A lightweight, pluggable memory backend for agent-based simulations. Supports temporal data, experience replay, and persistent state logging
ForeSight: a temporal-aspect long-term memory plugin for DeepSeek Harness (dsh)
Sovereign context, memory and provenance infrastructure for AI agents. Bitemporal knowledge, evidence and decision lineage, delivered to any agent over the EPCTX/1 protocol (SDK/REST/MCP). Local-first, zero-egress, no mandatory LLM. MIT.
Durable, private, time-aware memory engine for long-running AI agents
Streaming memory for deferred temporal queries: exact age moments, matched byte budgets, and a reproducible synthetic/sensor study with no demonstrated overall advantage.
Host-independent agent memory: typed user/project/task records, scoped retrieval, temporal versions and reviewed learning. Zero runtime dependencies.
Temporal evidence memory. Reconstruct historical context and trace decisions affected by corrections.
Temporal memory for AI assistants using the Ebbinghaus forgetting curve with MCP server integration for Claude, Cursor, and compatible agents.
纵向记忆:给本地 AI 助手加一层会淡忘、会取代的长期记忆 —— 设计文档 + P0 补丁 + 验证工具
Temporal verification firewall for coding agents, backed by CockroachDB and AWS.
Turn saved discoveries into local, project-aware memory for AI agents.
Offline-first deterministic agent harness with GraphRAG, temporal memory, DoT DAG planning, and SLM/LLM routing.
Temporal Semantic Memory for personalized LLM agents
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