Jae-Pil Heo
41 papers · 2014–2026 · 5 venues · across top CS/AI venues
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few-shot learning
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contrastive learning
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inverted index
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vector quantization
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generative adversarial network
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nearest neighbor search
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zero-shot learning
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approximate nearest neighbor
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representation learning
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image generation
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video understanding
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Papers
Looking Beyond the Window: Global-Local Aligned CLIP for Training-free Open-Vocabulary Semantic Segmentation
CVPR 2026
Masking Matters: Unlocking the Spatial Reasoning Capabilities of LLMs for 3D Scene-Language Understanding
CVPR 2026
Reconstruction-Guided Slot Curriculum: Addressing Object Over-Fragmentation in Video Object-Centric Learning
CVPR 2026
SeaCache: Spectral-Evolution-Aware Cache for Accelerating Diffusion Models
CVPR 2026
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval
AAAI 2025
Auto-Encoded Supervision for Perceptual Image Super-Resolution
CVPR 2025
Bridging the Semantic Granularity Gap Between Text and Frame Representations for Partially Relevant Video Retrieval
AAAI 2025
Fine-Tuning Visual Autogressive Models for Subject-Driven Generation
ICCV 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation
AAAI 2025
Prediction-Feedback DETR for Temporal Action Detection
AAAI 2025
Prototypes are Balanced Units for Efficient and Effective Partially Relevant Video Retrieval
ICCV 2025
Selective Contrastive Learning for Weakly Supervised Affordance Grounding
ICCV 2025
Temporal Alignment-Free Video Matching for Few-shot Action Recognition
CVPR 2025
Translation of Text Embedding via Delta Vector to Suppress Strongly Entangled Content in Text-to-Image Diffusion Models
ICCV 2025
Activating Self-Attention for Multi-Scene Absolute Pose Regression
NeurIPS 2024
Diversity-aware Channel Pruning for StyleGAN Compression
CVPR 2024
GSGAN: Adversarial Learning for Hierarchical Generation of 3D Gaussian Splats
NeurIPS 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation
ECCV 2024
Noise-Free Optimization in Early Training Steps for Image Super-resolution
AAAI 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation
ECCV 2024
Style Injection in Diffusion: A Training-free Approach for Adapting Large-scale Diffusion Models for Style Transfer
CVPR 2024
Task-Disruptive Background Suppression for Few-Shot Segmentation
AAAI 2024
Towards Squeezing-Averse Virtual Try-On via Sequential Deformation
AAAI 2024
VLCounter: Text-Aware Visual Representation for Zero-Shot Object Counting
AAAI 2024
Disentangled Representation Learning for Unsupervised Neural Quantization
CVPR 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation
CVPR 2023
Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition
AAAI 2023
Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation
AAAI 2023
Query-Dependent Video Representation for Moment Retrieval and Highlight Detection
CVPR 2023
Robust Image Denoising of No-Flash Images Guided by Consistent Flash Images
AAAI 2023
Self-Feedback DETR for Temporal Action Detection
ICCV 2023
Difficulty-Aware Simulator for Open Set Recognition
ECCV 2022
Local Attention Pyramid for Scene Image Generation
CVPR 2022
Tailoring Self-Supervision for Supervised Learning
ECCV 2022
Task Discrepancy Maximization for Fine-Grained Few-Shot Classification
CVPR 2022
Collaborative Learning With Disentangled Features for Zero-Shot Domain Adaptation
ICCV 2021
Product Quantizer Aware Inverted Index for Scalable Nearest Neighbor Search
ICCV 2021
Self-Supervised Video GANs: Learning for Appearance Consistency and Motion Coherency
CVPR 2021
VarSR: Variational Super-Resolution Network for Very Low Resolution Images
ECCV 2020
Shortlist Selection With Residual-Aware Distance Estimator for K-Nearest Neighbor Search
CVPR 2016
Distance Encoded Product Quantization
CVPR 2014