Generative Models

ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022 Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation ICML 2022 Camera-Conditioned Stable Feature Generation for Isolated Camera Supervised Person Re-IDentification CVPR 2022 CaM-Gen: Causally Aware Metric-Guided Text Generation ACL 2022 Can Push-forward Generative Models Fit Multimodal Distributions? NeurIPS 2022 Can We Find Neurons that Cause Unrealistic Images in Deep Generative Networks? IJCAI 2022 Can we Generalize and Distribute Private Representation Learning? AISTATS 2022 CAPRI-Net: Learning Compact CAD Shapes With Adaptive Primitive Assembly CVPR 2022 Capturing actionable dynamics with structured latent ordinary differential equations UAI 2022 CARD: Classification and Regression Diffusion Models NeurIPS 2022 CausalAF: Causal Autoregressive Flow for Safety-Critical Driving Scenario Generation CoRL 2022 CGF: Constrained Generation Framework for Query Rewriting in Conversational AI EMNLP 2022 CHAE: Fine-Grained Controllable Story Generation with Characters, Actions and Emotions COLING 2022 Character-centric Story Visualization via Visual Planning and Token Alignment EMNLP 2022 CharacterGAN: Few-Shot Keypoint Character Animation and Reposing WACV 2022 ChimeraMix: Image Classification on Small Datasets via Masked Feature Mixing IJCAI 2022 ChipSong: A Controllable Lyric Generation System for Chinese Popular Song ACL 2022 Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers NeurIPS 2022 Chunked Autoregressive GAN for Conditional Waveform Synthesis ICLR 2022 CIGMO: Categorical invariant representations in a deep generative framework UAI 2022 Clean Implicit 3D Structure From Noisy 2D STEM Images CVPR 2022 ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods ICLR 2022 CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders NeurIPS 2022 CLIP-Forge: Towards Zero-Shot Text-To-Shape Generation CVPR 2022 CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields CVPR 2022