Kepeng Xu
6 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Keywords
contrastive learning
(1)
vision transformer
(1)
multi-task learning
(1)
image generation
(1)
image reconstruction
(1)
image translation
(1)
image compression
(1)
semantic alignment
(1)
vector quantization
(1)
diffusion model
(1)
generative adversarial network
(1)
vision-language model
(1)
photorealistic rendering
(1)
temporal coherence
(1)
high dynamic range
(1)
face restoration
(1)
blind restoration
(1)
high resolution
(1)
tone mapping
(1)
transformer architecture
(1)
Papers
RealRep: Generalized SDR-to-HDR Conversion via Attribute-Disentangled Representation Learning
AAAI 2026
Towards Unified Human Perception and Machine Understanding: Token Flow Guided Compression Framework
CVPR 2026
Beyond Feature Mapping GAP: Integrating Real HDRTV Priors for Superior SDRTV-to-HDRTV Conversion
IJCAI 2025
FCKT: Fine-Grained Cross-Task Knowledge Transfer with Semantic Contrastive Learning for Targeted Sentiment Analysis
IJCAI 2025
Unleashing the Potential of Transformer Flow for Photorealistic Face Restoration
IJCAI 2025
Beyond Alignment: Blind Video Face Restoration via Parsing-Guided Temporal-Coherent Transformer
IJCAI 2024