@article{tiwari2025quantspec,title={QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache},author={Tiwari, Rishabh and Xi, Haocheng and Tomar, Aditya and Hooper, Coleman and Kim, Sehoon and Horton, Maxwell and Najibi, Mahyar and Mahoney, Michael W and Keutzer, Kurt and Gholami, Amir},journal={Under Review},year={2025},}
Why Do Multi-Agent LLM Systems Fail?
Mert Cemri, Melissa Z Pan, Shuyi Yang, and
8 more authors
@article{cemri2025multi,title={Why Do Multi-Agent LLM Systems Fail?},author={Cemri, Mert and Pan, Melissa Z and Yang, Shuyi and Agrawal, Lakshya A and Chopra, Bhavya and Tiwari, Rishabh and Keutzer, Kurt and Parameswaran, Aditya and Klein, Dan and Ramchandran, Kannan and others},journal={Under Review},year={2025},}
2024
Using Early Readouts to Mediate Featural Bias in Distillation
Rishabh Tiwari, Durga Sivasubramanian, Anmol Mekala, and
2 more authors
@article{tiwari2023adversarial,title={Using Early Readouts to Mediate Featural Bias in Distillation},author={Tiwari, Rishabh and Sivasubramanian, Durga and Mekala, Anmol and Ramakrishnan, Ganesh and Shenoy, Pradeep},journal={WACV},year={2024},}
2023
Overcoming Simplicity Bias in Deep Networks using a Feature Sieve
@article{tiwari2023adversariam,title={Overcoming Simplicity Bias in Deep Networks using a Feature Sieve},author={Tiwari, Rishabh and Shenoy, Pradeep},journal={ICML},year={2023},}
Interactive Concept Bottleneck Models
Kushal Chauhan, Rishabh Tiwari, Jan Freyberg, and
2 more authors
@article{chauhan2022interactive,title={Interactive Concept Bottleneck Models},author={Chauhan, Kushal and Tiwari, Rishabh and Freyberg, Jan and Shenoy, Pradeep and Dvijotham, Krishnamurthy},journal={AAAI},year={2023},}
ICASSP
On designing light-weight object trackers through network pruning: Use CNNs or transformers?
Saksham Aggarwal, Taneesh Gupta, Pawan Kumar Sahu, and
4 more authors
@article{aggarwal2022designing,title={On designing light-weight object trackers through network pruning: Use CNNs or transformers?},author={Aggarwal, Saksham and Gupta, Taneesh and Sahu, Pawan Kumar and Chavan, Arnav and Tiwari, Rishabh and Prasad, Dilip K and Gupta, Deepak K},journal={ICASSP},year={2023},}
2022
GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning
Rishabh Tiwari, Krishnateja Killamsetty, Rishabh Iyer, and
1 more author
@inproceedings{tiwari2021gcr,title={GCR: Gradient Coreset Based Replay Buffer Selection For Continual Learning},author={Tiwari, Rishabh and Killamsetty, Krishnateja and Iyer, Rishabh and Shenoy, Pradeep},booktitle={CVPR},year={2022},}
Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning
Arnav Chavan, Rishabh Tiwari, Udbhav Bamba, and
1 more author
@inproceedings{chavan2022dynamic,title={Dynamic Kernel Selection for Improved Generalization and Memory Efficiency in Meta-learning},author={Chavan, Arnav and Tiwari, Rishabh and Bamba, Udbhav and Gupta, Deepak K},booktitle={CVPR},pages={9851--9860},year={2022},}
2021
Chipnet: Budget-aware pruning with heaviside continuous approximations
Rishabh Tiwari, Udbhav Bamba, Arnav Chavan, and
1 more author
@article{tiwari2021chipnet,title={Chipnet: Budget-aware pruning with heaviside continuous approximations},author={Tiwari, Rishabh and Bamba, Udbhav and Chavan, Arnav and Gupta, Deepak K},journal={ICLR},year={2021},}
ICASSP
Rescaling cnn through learnable repetition of network parameters
Arnav Chavan, Udbhav Bamba, Rishabh Tiwari, and
1 more author
In IEEE International Conference on Image Processing (ICIP), 2021
@inproceedings{chavan2021rescaling,title={Rescaling cnn through learnable repetition of network parameters},author={Chavan, Arnav and Bamba, Udbhav and Tiwari, Rishabh and Gupta, Deepak},booktitle={IEEE International Conference on Image Processing (ICIP)},year={2021},}
2020
ISBI
Multi-plateau ensemble for endoscopic artefact segmentation and detection
Suyog Jadhav, Udbhav Bamba, Arnav Chavan, and
2 more authors
@inproceedings{jadhav2020multi,title={Multi-plateau ensemble for endoscopic artefact segmentation and detection},author={Jadhav, Suyog and Bamba, Udbhav and Chavan, Arnav and Tiwari, Rishabh and Raj, Aryan},booktitle={EndoCV2020 workshop ISBI},year={2020},}
