Pinned Loading

1. Noise-Induced-Hallucination-in-VLMs Noise-Induced-Hallucination-in-VLMs Public

   VAlign-Robust: A research framework for quantifying and mitigating semantic hallucination drift in Vision-Language Models (VLMs) under sensory degradation and adversarial noise.

   Python 1

2. Personalized-Memory-Aware-RAG-System-with-Context-Evolution Personalized-Memory-Aware-RAG-System-with-Context-Evolution Public

   A tier-1 research-grade RAG framework featuring cognitive memory disentanglement (STM/LTM), adaptive context evolution, and autonomous intent trajectory modeling for high-stakes longitudinal AI res…

   Python

3. Noise-Resilient-Multimodal-RAG-for-Low-Quality-Inputs Noise-Resilient-Multimodal-RAG-for-Low-Quality-Inputs Public

   Elite-tier research framework for robust Multimodal RAG under stochastic and adversarial noise. Implements Epistemic Gating (ENG), Symmetric Information Bottleneck (SIB) filtering, and Meta-Cogniti…

   Python 1

4. multimodal-memory-AI-system multimodal-memory-AI-system Public

   A research-grade neuro-episodic framework for semantic retrieval from personal multimodal data (Image, Text, Audio) featuring deep fusion re-ranking and graph-augmented associative neural recall.

   Python

5. fake-image-detection-system fake-image-detection-system Public

   A research-grade forensic framework for detecting GAN and Diffusion-based synthetic media via Hybrid Spatio-Frequency Swin Transformers and Cross-Modal Attention Fusion.

   Python

6. robust-vision-research robust-vision-research Public

   A research-grade PyTorch framework for robust object recognition under extreme environmental noise. Implements self-supervised Denoising Autoencoders (DAE) with ResNet/ViT architectures on the offi…

   Python