Anil Kag
20 papers · 2019–2026 · 7 venues · across top CS/AI venues
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diffusion model
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image generation
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model compression
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video generation
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knowledge distillation
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recurrent neural network
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text-to-image generation
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vanishing gradient
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selective classification
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point cloud
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direct preference optimization
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video synthesis
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feature learning
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Papers
Omni-Attribute: Open-vocabulary Attribute Encoder for Visual Concept Personalization
CVPR 2026
One Model, Many Budgets: Elastic Latent Interfaces for Diffusion Transformers
CVPR 2026
Lightweight Predictive 3D Gaussian Splats
ICLR 2025
Scalable Ranked Preference Optimization for Text-to-Image Generation
ICCV 2025
SnapGen: Taming High-Resolution Text-to-Image Models for Mobile Devices with Efficient Architectures and Training
CVPR 2025
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Device
CVPR 2025
AsCAN: Asymmetric Convolution-Attention Networks for Efficient Recognition and Generation
NeurIPS 2024
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
NeurIPS 2024
SF-V: Single Forward Video Generation Model
NeurIPS 2024
Snap Video: Scaled Spatiotemporal Transformers for Text-to-Video Synthesis
CVPR 2024
TextCraftor: Your Text Encoder Can be Image Quality Controller
CVPR 2024
Efficient Edge Inference by Selective Query
ICLR 2023
Scaffolding a Student to Instill Knowledge
ICLR 2023
Condensing CNNs With Partial Differential Equations
CVPR 2022
Online Selective Classification with Limited Feedback
NeurIPS 2021
Selective Classification via One-Sided Prediction
AISTATS 2021
Time Adaptive Recurrent Neural Network
CVPR 2021
Training Recurrent Neural Networks via Forward Propagation Through Time
ICML 2021
RNNs Incrementally Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients?
ICLR 2020
BLAS-on-flash: An Efficient Alternative for Large Scale ML Training and Inference?
NSDI 2019