PaperCodex

MambaVision: Achieve SOTA Image Classification & Downstream Vision Tasks with Hybrid Mamba-Transformer Efficiency 1946

If you’re building computer vision systems that demand both high accuracy and real-world efficiency—without getting bogged down in architectural complexity—MambaVision…

12/26/2025Image Classification, Object Detection, Semantic Segmentation

MobileVLM: High-Performance Vision-Language AI That Runs Fast and Privately on Mobile Devices 1314

MobileVLM is a purpose-built vision-language model (VLM) engineered from the ground up for on-device deployment on smartphones and edge hardware.…

12/26/2025Multimodal Reasoning, On-Device AI, Visual Question Answering

Versatile Diffusion: One Unified Model for Text-to-Image, Image-to-Text, and Creative Variations 1334

In today’s fast-evolving AI landscape, most generative systems are built for a single task—whether that’s turning text into images, editing…

12/26/2025Image-to-text Captioning, Multimodal Diffusion, Text-to-Image Generation

Qwen2-VL: Process Any-Resolution Images and Videos with Human-Like Visual Understanding 17241

Vision-language models (VLMs) are increasingly essential for tasks that require joint understanding of images, videos, and text—ranging from document parsing…

12/26/2025Document Understanding, Multimodal Reasoning, vision-language modeling

CAMEL: Build Scalable, Autonomous Multi-Agent AI Systems Without Constant Human Oversight 15059

In today’s AI landscape, large language models (LLMs) excel at solving complex tasks—but only when carefully guided by humans. This…

12/26/2025Autonomous Task Automation, Multi-agent Systems, Synthetic Data Generation

OOTDiffusion: High-Fidelity, Controllable Virtual Try-On Without Garment Warping 6482

OOTDiffusion represents a significant leap forward in image-based virtual try-on (VTON) technology. Built on the foundation of pretrained latent diffusion…

12/26/2025Diffusion Models, Image Generation, Virtual Try-on

AutoTrain: No-Code, Multi-Modal Model Training for Technical Decision-Makers 4541

In today’s fast-moving AI landscape, fine-tuning state-of-the-art models on custom data is no longer a luxury—it’s a necessity for building…

12/26/2025Image Classification, LLM Fine-tuning, Text Classification

LISA: Segment Anything by Understanding What You Really Mean 2523

Imagine asking a computer vision system to “segment the object that makes the woman stand higher” or “show me the…

12/26/2025Multimodal Reasoning, Reasoning Segmentation, Visual Question Answering

PyABSA: Reproducible, Modular Aspect-Based Sentiment Analysis for Practitioners and Researchers 1076

Aspect-Based Sentiment Analysis (ABSA) has become essential for extracting fine-grained opinions from text—such as determining whether a customer loves a…

12/26/2025Aspect Term Extraction, Aspect-Based Sentiment Analysis, Sentiment Classification