Verifier Guided Decoding
![[논문 리뷰] Iterative Value Function Optimization for Guided Decoding](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/iterative-value-function-optimization-for-guided-decoding-0.png "Verifier Guided Decoding")
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![[論文レビュー] Verifier-Guided Code Translation via Meta-Step Decoding](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/verifier-guided-code-translation-via-meta-step-decoding-1.png "Verifier Guided Decoding")
![[论文评述] DocQAC: Adaptive Trie-Guided Decoding for Effective In-Document ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/docqac-adaptive-trie-guided-decoding-for-effective-in-document-query-auto-completion-2.png "Verifier Guided Decoding")
![[논문 리뷰] Speeding up Speculative Decoding via Approximate Verification](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/speeding-up-speculative-decoding-via-approximate-verification-1.png "Verifier Guided Decoding")
![[论文评述] From Tokens to Steps: Verification-Aware Speculative Decoding ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-tokens-to-steps-verification-aware-speculative-decoding-for-efficient-multi-step-reasoning-2.png "Verifier Guided Decoding")
![[论文评述] EviRCOD: Evidence-Guided Probabilistic Decoding for Referring ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/evircod-evidence-guided-probabilistic-decoding-for-referring-camouflaged-object-detection-0.png "Verifier Guided Decoding")
![[논문 리뷰] Adaptive Contrastive Search: Uncertainty-Guided Decoding for ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/adaptive-contrastive-search-uncertainty-guided-decoding-for-open-ended-text-generation-0.png "Verifier Guided Decoding")
![[Literature Review] Reward-Guided Speculative Decoding for Efficient ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/reward-guided-speculative-decoding-for-efficient-llm-reasoning-1.png "Verifier Guided Decoding")
![[论文评述] Attribution-Guided Decoding](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/attribution-guided-decoding-1.png "Verifier Guided Decoding")
![[논문 리뷰] Elastic3D: Controllable Stereo Video Conversion with Guided ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/elastic3d-controllable-stereo-video-conversion-with-guided-latent-decoding-0.png "Verifier Guided Decoding")
![[논문 리뷰] PACER: Blockwise Pre-verification for Speculative Decoding with ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/pacer-blockwise-pre-verification-for-speculative-decoding-with-adaptive-length-2.png "Verifier Guided Decoding")
![GitHub - zju-jiyicheng/SpecVLM: [EMNLP 2025 Main] SpecVLM: Enhancing ...](https://github.com/zju-jiyicheng/SpecVLM/raw/main/assets/teaser.png "Verifier Guided Decoding")
![[2209.13959] Dynamic MDETR: A Dynamic Multimodal Transformer Decoder ...](https://ar5iv.labs.arxiv.org/html/2209.13959/assets/x5.png "Verifier Guided Decoding")
![[R] Grounded Decoding: Guiding Text Generation with Grounded Models for ...](https://preview.redd.it/r-grounded-decoding-guiding-text-generation-with-grounded-v0-hwm1aypgsyla1.jpg?width=640&crop=smart&auto=webp&s=7e23e529197e81850c3cbbf1d0106504fe37a80c "Verifier Guided Decoding")
![[R] Grounded Decoding: Guiding Text Generation with Grounded Models for ...](https://preview.redd.it/r-grounded-decoding-guiding-text-generation-with-grounded-v0-fxz7u0qgsyla1.jpg?width=640&crop=smart&auto=webp&s=6797d25b922e9c29975b4cdecab8d2db40ad150d "Verifier Guided Decoding")
![[R] Grounded Decoding: Guiding Text Generation with Grounded Models for ...](https://preview.redd.it/r-grounded-decoding-guiding-text-generation-with-grounded-v0-3rhkqupgsyla1.jpg?width=1401&format=pjpg&auto=webp&s=e7546211e7dbb81ea717cac6d42115ad2afc4196 "Verifier Guided Decoding")
![[論文レビュー] Hybrid Verified Decoding: Learning to Allocate Verification in ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/hybrid-verified-decoding-learning-to-allocate-verification-in-speculative-decoding-2.png "Verifier Guided Decoding")
![[論文レビュー] Calibrated Speculative Decoding: Frequency-Guided Candidate ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/calibrated-speculative-decoding-frequency-guided-candidate-selection-for-efficient-inference-1.png "Verifier Guided Decoding")
![[2306.10763] Guiding Language Models of Code with Global Context using ...](https://ar5iv.labs.arxiv.org/html/2306.10763/assets/x2.png "Verifier Guided Decoding")
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