Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI

[ACL 2024 🔥] Video-ChatGPT is a video conversation model capable of generating meaningful conversation about videos. It combines the capabilities of LLMs with a pretrained visual encoder adapted for spatiotemporal video representation. We also introduce a rigorous 'Quantitative Evaluation Benchmarking' for video-based conversational models.

Hybrid RAG system combining vector search, knowledge graph (LightRAG), and cross-encoder reranking — with Docling document parsing, visual intelligence (image/table captioning), agentic streaming chat, and inline citations. Powered by Gemini or local Ollama models.

Multilingual TTS model with voice cloning and duration control, based on T5Gemma encoder-decoder LLM

Production-grade RAG API built in Rust. Hybrid search with HNSW dense vectors and BM25 sparse matching, cross-encoder reranking, layout-aware document extraction via Docling, and 94.5% accuracy on Open RAG Bench. Powered by Cerebras, Groq, Milvus, and Jina AI.

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

LEDNet: A Lightweight Encoder-Decoder Network for Real-time Semantic Segmentation

This repository implements the the encoder and decoder model with attention model for OCR

Contextual Encoder-Decoder Network for Visual Saliency Prediction [Neural Networks 2020]

PyTorch implementation of "Lagging Inference Networks and Posterior Collapse in Variational Autoencoders" (ICLR 2019)

PyTorch Implementation of In-Domain GAN Inversion for StyleGAN2