🔬 Deep Learning - saeedesmaili · Scour

Optimality of FSQ Tokens for Continuous Diffusion for Categorical Data with Application to Text-to-Speech

💬Natural Language Processing Academic

Towards Tight Bounds for Streaming Attention

🧠Transformers Academic

ZIPP:Zero-shot Image Personalization from Personas

📸Street Photography Academic

MotionEnhancer: Leveraging Video Diffusion for Motion-Enhanced Vision-Language Models

🔢Embeddings Academic

Improving Bayesian Optimization via Training-Aware Conditional Diffusion Models

📈Optimization Academic

Data assimilation for subsurface flow using latent diffusion model parameterization: performance of ensemble-Kalman and Monte Carlo techniques

🧠LLMs Academic

Where Should Knowledge Enter? A Layered Framework for Knowledge Infusion in Multimodal Iterative Generative Mo

🕸️Knowledge Graphs Academic

Exploring the Design Space of Reward Backpropagation for Flow Matching

🧠Neural Networks Academic

Pretraining Recurrent Networks without Recurrence

🧠Neural Networks Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🎮Reinforcement Learning Academic

PTL-Diffusion: Manifold-Aware Diffusion with Periodic Terminal Laws

🔢Embeddings Academic

Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning

🧠Neural Networks Academic

A Continuous-Time Markov Chain Framework for Insertion Language Models

🤖LLM Academic

Native3D: End-to-End 3D Scene Generation via Unified Mesh-Texture Modeling and Semantic Alignment

🔥PyTorch Academic

Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search

🔥PyTorch Academic

Adapting Diffusion Language Models for Lossless Pixel-Level Image Transmission

🔤Tokenization Academic

Need We Teach Foundation Models What is a Generative Image? Gradient-Free Generative Artifact Detection via Analytic Spectral Adaptation

🧠Neural Networks Academic

Density Field State Space Models: 1-Bit Distillation, Efficient Inference, and Knowledge Organization in Mamba-2

⚡CUDA Academic

CLEAR: Cognition and Latent Evaluation for Adaptive Routing in End-to-End Autonomous Driving

🤖AI Agents Academic

Machine Learning Methods for Studying Latent Neural Activity Dynamics

🤖Machine Learning Academic

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