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102 papers

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Co-occurring keywords

generative adversarial network (1944) image generation (2073) generative model (2892) latent space (854) neural network (6616) text generation (2913) image synthesis (603) adversarial training (1262) manifold learning (403) gradient descent (1144)

Papers

Too Correct to Learn: Reinforcement Learning on Saturated Reasoning Data ACL 2026
SED-SFT: Selectively Encouraging Diversity in Supervised Fine-Tuning ACL 2026
Loss-Guided Auxiliary Agents for Overcoming Mode Collapse in GFlowNets AAAI 2026
Generative Adversarial Diffusion ICCV 2025
Enhancing Diversity for Data-free Quantization CVPR 2025
Diverse Rare Sample Generation with Pretrained GANs AAAI 2025
Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025
Metric Space Magnitude for Evaluating the Diversity of Latent Representations NIPS 2024
Balanced-Wav2Vec: Enhancing Stability and Robustness of Representation Learning Through Sample Reweighting Techniques INTERSPEECH 2024
Detecting Mode Collapse in Language Models via Narration EACL 2024
Neuroevolution of a Multi-Generator GAN (Student Abstract) AAAI 2024
Taming Mode Collapse in Score Distillation for Text-to-3D Generation CVPR 2024
On Convergence in Wasserstein Distance and f-divergence Minimization Problems AISTATS 2024
Testing Generated Distributions in GANs to Penalize Mode Collapse AISTATS 2024
Adaptive IMLE for Few-shot Pretraining-free Generative Modelling ICML 2023
Unveiling the Latent Space Geometry of Push-Forward Generative Models ICML 2023
Class-Balancing Diffusion Models CVPR 2023
KEST: Kernel Distance Based Efficient Self-Training for Improving Controllable Text Generation IJCAI 2023
Improving Diversity in Zero-Shot GAN Adaptation with Semantic Variations ICCV 2023
Combating Mode Collapse via Offline Manifold Entropy Estimation AAAI 2023
IID-GAN: an IID Sampling Perspective for Regularizing Mode Collapse IJCAI 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023
Neural Characteristic Function Learning for Conditional Image Generation ICCV 2023
CoopInit: Initializing Generative Adversarial Networks via Cooperative Learning AAAI 2023
Open Problem: Is There a First-Order Method that Only Converges to Local Minimax Optima? COLT 2023